{"id":"W1990504491","doi":"10.1016/j.jpain.2004.02.472","title":"Prediction of outcome","year":2004,"lang":"en","type":"article","venue":"Journal of Pain","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Rehabilitation; Psychology; Clinical psychology; Depression (economics); Physical therapy; 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":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003279021,0.0006362764,0.0007564159,0.001615784,0.00054981,0.001084045,0.0007136219,0.001133013,0.006428961],"category_scores_gemma":[0.01767764,0.0001749824,0.001108831,0.0007285324,0.0004379659,0.001200483,0.0008783462,0.001441013,0.001378573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005771558,"about_ca_system_score_gemma":0.0009675772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001868857,"about_ca_topic_score_gemma":0.002405419,"domain_scores_codex":[0.9983041,0.000687369,0.0001669837,0.0002067834,0.0003324936,0.0003022023],"domain_scores_gemma":[0.9901383,0.005137577,0.001977102,0.0005180759,0.001123809,0.001105149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000732378,0.0002631213,0.9827665,0.00002359966,0.00008911017,0.00006313321,0.00004868197,0.0005592331,0.0001227391,0.0002216906,0.0008166322,0.01429306],"study_design_scores_gemma":[0.0001179154,0.001571588,0.9726767,0.0001134322,0.0004716531,0.0006879484,0.0003040746,0.01741393,0.0006554649,0.004115664,0.001831189,0.00004051522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792355,0.0009516093,0.003699786,0.001368436,0.000218857,0.0001400941,0.00198435,0.00006989788,0.01233142],"genre_scores_gemma":[0.9973399,0.0001476254,0.0006732849,0.00006147326,0.00007522638,0.00005607142,0.000826383,0.000007903655,0.0008120723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006428961,"threshold_uncertainty_score":0.02150702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02318198926237901,"score_gpt":0.296595386293994,"score_spread":0.2734133970316149,"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."}}