{"id":"W2182237208","doi":"10.1016/j.psym.2015.12.003","title":"Toronto Bariatric Interprofessional Psychosocial Assessment Suitability Scale: Evaluating A New Clinical Assessment Tool for Bariatric Surgery Candidates","year":2015,"lang":"en","type":"article","venue":"Psychosomatics","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; Toronto Metropolitan University; University Health Network; University of Toronto","funders":"","keywords":"Psychosocial; Medicine; Scale (ratio); Physical therapy; General surgery; Surgery; Psychiatry; Geography; Cartography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008343834,0.0005206051,0.001552039,0.0001835975,0.0002597701,0.0001204769,0.0003136244,0.000493984,0.0006682918],"category_scores_gemma":[0.002978585,0.0004331868,0.000935898,0.0005716648,0.00008569988,0.0003926632,0.0001379001,0.0005972145,0.00003717171],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037475,"about_ca_system_score_gemma":0.005813155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004283836,"about_ca_topic_score_gemma":0.0002075345,"domain_scores_codex":[0.993664,0.0007430795,0.002523974,0.000875748,0.001366327,0.0008269226],"domain_scores_gemma":[0.9912037,0.005571146,0.0007651559,0.0009478866,0.0005797457,0.0009323649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008682318,0.001102702,0.8635096,0.0002353407,0.0002798969,0.000004315043,0.000381365,0.000002856671,0.00001981335,0.0003495205,0.09940366,0.0338427],"study_design_scores_gemma":[0.006757672,0.000771602,0.9724875,0.0002600859,0.0009719284,0.00003216025,0.0007929945,0.00738339,0.00000729151,0.005751027,0.004127461,0.0006568886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9386069,0.0008139784,0.03267273,0.006019646,0.01548179,0.002882496,0.00006788373,0.0002948453,0.003159783],"genre_scores_gemma":[0.8015185,0.000142608,0.1898394,0.001486684,0.005151691,0.0003093878,0.0002300654,0.0001016709,0.001220029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1571666,"threshold_uncertainty_score":0.999823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09564358894243812,"score_gpt":0.4647751781581083,"score_spread":0.3691315892156702,"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."}}