{"id":"W2138373574","doi":"10.1109/mpul.2010.939178","title":"Quality of Life on Trial","year":2010,"lang":"en","type":"article","venue":"IEEE Pulse","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Randomized controlled trial; Population; Evidence-based medicine; Medicine; Quality (philosophy); MEDLINE; Computer science; Ask price; Variety (cybernetics); Alternative medicine; Medical physics; Psychology; Family medicine; Artificial intelligence; Surgery; Epistemology; Pathology","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":[0.07348221,0.001409405,0.004634654,0.007079934,0.001058434,0.006417781,0.001547134,0.002296936,0.05154723],"category_scores_gemma":[0.2202298,0.000519464,0.008040106,0.007368082,0.001666381,0.005095629,0.004711008,0.005245842,0.004529599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004662876,"about_ca_system_score_gemma":0.005117566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001300045,"about_ca_topic_score_gemma":0.00152685,"domain_scores_codex":[0.8304076,0.1226938,0.01777532,0.005346655,0.02143385,0.002342777],"domain_scores_gemma":[0.8483633,0.09599628,0.02561846,0.01056132,0.0143124,0.005148263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02770163,0.0005614454,0.02542279,0.04863226,0.03938468,0.0001365545,0.00058451,0.002739587,0.0002957586,0.05147437,0.2454003,0.5576661],"study_design_scores_gemma":[0.04019172,0.007520628,0.07037033,0.05072722,0.02871086,0.0006233508,0.0008995044,0.005747319,0.0009748536,0.1136127,0.6801518,0.0004697018],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.04323427,0.2347127,0.06295331,0.1150779,0.0404906,0.03617788,0.1238637,0.001919743,0.34157],"genre_scores_gemma":[0.6300028,0.05710435,0.06721663,0.0658005,0.01171671,0.1003716,0.03497839,0.001189889,0.03161919],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.07348221,"threshold_uncertainty_score":0.3886157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04311543648822344,"score_gpt":0.3442423967927857,"score_spread":0.3011269603045623,"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."}}