{"id":"W2001935591","doi":"10.1016/j.jpain.2004.02.469","title":"Prediction of outcome","year":2004,"lang":"en","type":"article","venue":"Journal of Pain","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Varimax rotation; Construct validity; Patient satisfaction; Alertness; Adverse effect; Psychosocial; Rating scale; Patient-controlled analgesia; Addiction; Physical therapy; Clinical psychology; Psychiatry; Psychometrics; Psychology; Cronbach's alpha; Surgery; Internal medicine; Analgesic","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":[0.0024178,0.0006185584,0.0006239827,0.001697684,0.0005783197,0.001203291,0.0006610416,0.001043662,0.004906556],"category_scores_gemma":[0.0135417,0.0001864281,0.0009351157,0.0008693761,0.0004035585,0.001172321,0.0008958439,0.001491746,0.0009600021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005134663,"about_ca_system_score_gemma":0.0009112153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002069554,"about_ca_topic_score_gemma":0.002928274,"domain_scores_codex":[0.9986271,0.0005599639,0.000148201,0.0001601981,0.0002606022,0.0002440285],"domain_scores_gemma":[0.9923176,0.00340035,0.00188932,0.0003459842,0.0009036898,0.001143172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002282242,0.0001560812,0.9925752,0.00001132296,0.00005818393,0.00004500435,0.0000289656,0.0002524885,0.00005707635,0.0001242179,0.0005021165,0.005961061],"study_design_scores_gemma":[0.00005815841,0.0007763176,0.9846377,0.0000710265,0.0002540551,0.0005155728,0.0003006039,0.009838416,0.0003103689,0.00220437,0.001006602,0.00002684425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984015,0.0008194093,0.001912831,0.001514122,0.0001811725,0.00007961943,0.00165438,0.00004306692,0.009780468],"genre_scores_gemma":[0.9977129,0.0001790433,0.0005464093,0.00007230801,0.00009417774,0.00003048879,0.0008241773,0.000004559929,0.0005358898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004906556,"threshold_uncertainty_score":0.01641411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03076613817635863,"score_gpt":0.2811076194191157,"score_spread":0.250341481242757,"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."}}