{"id":"W4382050099","doi":"10.22374/cjgim.v18i2.681","title":"Exploring the Comparative Roles of a Canadian Primary Care and Tertiary Care Heart Function Clinic","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Waterloo; Western University","funders":"Servier","keywords":"Medicine; Primary care; Referral; Tertiary care; Gerontology; Humanities; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.006100722,0.0003445047,0.0004615152,0.002294922,0.006065163,0.003856758,0.001909585,0.0008040012,0.002971547],"category_scores_gemma":[0.01864433,0.0003655972,0.0005650535,0.004112292,0.002081243,0.001434218,0.003590038,0.00114714,0.0002069808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06240074,"about_ca_system_score_gemma":0.1095539,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9762993,"about_ca_topic_score_gemma":0.9921348,"domain_scores_codex":[0.9892882,0.002958177,0.0002723004,0.0008853509,0.003113456,0.003482568],"domain_scores_gemma":[0.9870559,0.002056757,0.001437982,0.0003298518,0.003983183,0.00513627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000351045,0.0002350361,0.9362469,0.000159396,0.0001661953,0.0003496122,0.01805798,0.0003936956,0.000405362,0.004082113,0.004753635,0.03479907],"study_design_scores_gemma":[0.00005016202,0.0001921808,0.9456466,0.0002829475,0.0001144336,0.0001881208,0.04705117,0.001265502,0.000149834,0.000337419,0.004673367,0.00004834018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797395,0.0009331822,0.0005674072,0.004965873,0.0000699556,0.0001973353,0.001024458,0.00001700872,0.01248525],"genre_scores_gemma":[0.9974723,0.0003061804,0.0006969657,0.0007015252,0.00001479934,0.00004624427,0.0002391629,0.000007075494,0.0005157318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06240074,"threshold_uncertainty_score":0.4527512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09768497277406434,"score_gpt":0.3047889821969277,"score_spread":0.2071040094228634,"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."}}