{"id":"W1523530360","doi":"10.1002/cncr.29204","title":"Automated pain intervention for underserved minority women with breast cancer","year":2015,"lang":"en","type":"article","venue":"Cancer","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"National Cancer Institute","keywords":"Medicine; Breast cancer; Intervention (counseling); Physical therapy; Cancer; Cancer pain; African american; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003851393,0.0001615253,0.000149409,0.0001930438,0.000273841,0.0001457956,0.0003854791,0.0001832937,0.003945193],"category_scores_gemma":[0.001840311,0.00006326719,0.0001520816,0.00009692002,0.0001118323,0.0001401825,0.000413433,0.0002276963,0.0001341272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002036385,"about_ca_system_score_gemma":0.0004847654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001612601,"about_ca_topic_score_gemma":0.003166769,"domain_scores_codex":[0.9997335,0.0001467296,0.00001237082,0.00001745893,0.00004598139,0.00004387914],"domain_scores_gemma":[0.9995224,0.0002007032,0.000162981,0.0000148073,0.00002877246,0.00007034637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.00856763,0.03326433,0.07221185,0.001572421,0.000183018,0.0004466463,0.00231424,0.001063597,0.01561982,0.0002753752,0.003245321,0.8612356],"study_design_scores_gemma":[0.01232738,0.1269174,0.8135461,0.0008773858,0.0006129295,0.001273711,0.005588538,0.009473833,0.01173375,0.0007621191,0.01682448,0.00006246817],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975263,0.0002583616,0.0002816926,0.0003893829,0.00001228366,0.0002206948,0.00002603548,0.00002209807,0.001263149],"genre_scores_gemma":[0.9970375,0.0003564482,0.001539105,0.0002276225,0.00004584471,0.0003277651,0.00004197958,0.000001759291,0.000421848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003945193,"threshold_uncertainty_score":0.01319802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03758271726621626,"score_gpt":0.3134381760038122,"score_spread":0.275855458737596,"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."}}