{"id":"W4238470324","doi":"10.18535/jmscr/v7i3.224","title":"Pain Management","year":2019,"lang":"en","type":"article","venue":"Journal of Medical Science And clinical Research","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Traditional medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1276094,0.00004952326,0.0002425582,0.0002534951,0.00009234007,0.00004843694,0.0005021676,0.00008584029,0.0007390219],"category_scores_gemma":[0.007120267,0.00002897238,0.00008178654,0.0006773734,0.001113371,0.00009296087,0.0001787994,0.0008577582,0.0001159287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005520244,"about_ca_system_score_gemma":0.0006129795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004846692,"about_ca_topic_score_gemma":6.658562e-7,"domain_scores_codex":[0.9918041,0.0004180728,0.0005231457,0.0001932545,0.006710263,0.0003511484],"domain_scores_gemma":[0.9965668,0.001587231,0.00008504658,0.0002061593,0.0005673564,0.0009873678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000220274,0.0003832555,0.406634,0.0001185505,0.00004720045,0.000892313,0.00004240683,1.438541e-7,0.00002209419,0.005995637,0.02054101,0.5651031],"study_design_scores_gemma":[0.002257256,0.003766243,0.5247748,0.0007139061,0.00003424031,0.0001561699,0.002071775,0.001818416,0.000007712886,0.001599234,0.4627259,0.00007431274],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9190186,0.0002378906,0.0002252561,0.06582539,0.0001291713,0.0002590223,2.034807e-8,0.00000432753,0.01430036],"genre_scores_gemma":[0.9856856,0.003292208,0.0005413133,0.007969572,0.000298607,0.000001118251,8.208553e-8,0.000004103126,0.002207428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5650288,"threshold_uncertainty_score":0.8983097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1763332549847496,"score_gpt":0.5438096894151407,"score_spread":0.3674764344303911,"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."}}