{"id":"W3165086043","doi":"10.1016/j.genhosppsych.2021.05.002","title":"The CODIACS-QoL trial: Ineffective but cost-effective?","year":2021,"lang":"en","type":"letter","venue":"General Hospital Psychiatry","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"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":[0.006082839,0.0004908923,0.001805189,0.0005051264,0.001033244,0.002498808,0.001353181,0.01341325,0.01495296],"category_scores_gemma":[0.02317391,0.0003774209,0.001422828,0.0006472829,0.001333072,0.00195687,0.0007305507,0.008849463,0.00354769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002766306,"about_ca_system_score_gemma":0.003581873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002996875,"about_ca_topic_score_gemma":0.01097843,"domain_scores_codex":[0.996076,0.002554959,0.0003248605,0.0001983879,0.0004534233,0.0003922383],"domain_scores_gemma":[0.9893206,0.006808552,0.001044695,0.0002062519,0.0005568503,0.002063004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01824153,0.000438895,0.005067941,0.00110055,0.0005395673,0.001424886,0.0001234398,0.0003766679,0.0006058775,0.008956371,0.8277675,0.1353567],"study_design_scores_gemma":[0.09142949,0.005009644,0.01839055,0.007039003,0.001928986,0.002341277,0.001019636,0.002066299,0.00107774,0.03450347,0.8349571,0.0002368238],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008408103,0.01958881,0.0001791891,0.9387426,0.01043133,0.0001044834,0.001052401,0.00006517429,0.02142792],"genre_scores_gemma":[0.08054291,0.01082851,0.001266019,0.8643249,0.03161864,0.000345342,0.000628269,0.00007343121,0.01037185],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01495296,"threshold_uncertainty_score":0.0500226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01392086406553216,"score_gpt":0.3160605936889504,"score_spread":0.3021397296234182,"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."}}