{"id":"W2077993189","doi":"10.1016/j.pain.2014.05.009","title":"Effect of variability in the 7-day baseline pain diary on the assay sensitivity of neuropathic pain randomized clinical trials: An ACTTION study","year":2014,"lang":"en","type":"article","venue":"Pain","topic":"Pain Management and Placebo Effect","field":"Neuroscience","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"U.S. Public Health Service","keywords":"Neuropathic pain; Medicine; Randomized controlled trial; Clinical trial; Baseline (sea); Physical therapy; Anesthesia; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"simulation_or_modeling","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"design_other","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.9993919,0.0002685491,0.001295475,0.0001195858,0.0001178299,0.00003909679,0.0004457842,0.0001075746,0.00002415969],"category_scores_gemma":[0.994256,0.0001322843,0.000427474,0.0004731688,0.0003622536,0.00008495047,0.00007217156,0.0006100413,0.000005911007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001697581,"about_ca_system_score_gemma":0.00002353687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007029242,"about_ca_topic_score_gemma":0.00003640178,"domain_scores_codex":[0.000969162,0.996255,0.001282318,0.0005799512,0.0006470391,0.0002664623],"domain_scores_gemma":[0.003888567,0.9943481,0.000669065,0.001006741,0.00003279152,0.0000547423],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01143597,0.001100164,0.01392848,0.0001007702,0.00001894345,0.00001175685,0.0003917129,0.0002118305,0.006411678,0.000342662,0.00017732,0.9658687],"study_design_scores_gemma":[0.00878216,0.0004844299,0.0005283824,0.00005363984,0.0001001966,2.115308e-7,0.00006330027,0.987457,0.001876836,0.0004414925,0.00009005906,0.0001223041],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0257631,0.000003789263,0.9684757,0.0008433326,0.0001714331,0.004475499,0.000007985405,0.00004274479,0.0002163958],"genre_scores_gemma":[0.9975765,0.000007965136,0.0000122619,0.002051638,0.000145235,0.0001758617,0.000005978664,0.0000164048,0.000008137182],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9872451,"threshold_uncertainty_score":0.5394398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06557664127685686,"score_gpt":0.3720010030449545,"score_spread":0.3064243617680976,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}