{"id":"W2398537854","doi":"10.1136/bmj.i2927","title":"Authors’ reply to Patel and colleagues","year":2016,"lang":"en","type":"letter","venue":"BMJ","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Heart failure; Psychology; Medicine; Internal 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":[0.01133239,0.0008854552,0.002432293,0.001519636,0.002612686,0.004198773,0.0025748,0.0409505,0.009293785],"category_scores_gemma":[0.1018996,0.00127471,0.002005284,0.001641177,0.002880999,0.005007879,0.002151611,0.04720457,0.01022324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003491166,"about_ca_system_score_gemma":0.005805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004477666,"about_ca_topic_score_gemma":0.006071649,"domain_scores_codex":[0.9914038,0.002634089,0.001599158,0.001089084,0.0026767,0.0005971777],"domain_scores_gemma":[0.9515433,0.0249047,0.004419277,0.001240979,0.01416635,0.003725378],"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":[0.00004611869,0.000009962024,0.0002815774,0.0001148829,0.00002822408,0.0002373334,0.00009429862,0.00002212124,0.00004475147,0.0004482445,0.9959124,0.002760064],"study_design_scores_gemma":[0.0004002881,0.0001075182,0.001895977,0.001438837,0.0001595413,0.002430606,0.0008635078,0.0003638563,0.0004414341,0.007802281,0.9838969,0.0001993034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00009747562,0.0009058733,0.00005369107,0.9769508,0.02160747,0.000006822248,0.00008926143,0.00001970376,0.0002688566],"genre_scores_gemma":[0.001009547,0.0005686994,0.0001315403,0.9726635,0.02438833,0.00003437842,0.00002636702,0.00001661424,0.001161045],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0409505,"threshold_uncertainty_score":0.05993211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02936852852976802,"score_gpt":0.2978128303722721,"score_spread":0.2684443018425041,"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."}}