{"id":"W2094635181","doi":"10.1016/j.cjca.2013.03.018","title":"Structural Heart Diseases Interventional Training in Canada","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; Montreal Heart Institute; Université de Montréal; University of Calgary","funders":"","keywords":"Medicine; Psychological intervention; Interventional cardiology; Heart disease; Medical education; Cardiology; Nursing","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":[0.000888236,0.000282474,0.0004176771,0.001241367,0.007385484,0.002760805,0.001805214,0.002039475,0.02082383],"category_scores_gemma":[0.003598869,0.0005146139,0.0005152286,0.002065443,0.001069798,0.0005368292,0.001639294,0.003072208,0.001138084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08595818,"about_ca_system_score_gemma":0.2672458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9901487,"about_ca_topic_score_gemma":0.997664,"domain_scores_codex":[0.9969646,0.0001710418,0.00009812945,0.0001908935,0.0006025897,0.00197268],"domain_scores_gemma":[0.9817583,0.0005228917,0.0006600386,0.00007359454,0.002796407,0.01418872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005492041,0.002088615,0.4928718,0.0008173254,0.0002008022,0.003992299,0.00433486,0.001891118,0.001626354,0.01694393,0.303858,0.1708257],"study_design_scores_gemma":[0.0003892706,0.0002405192,0.8507893,0.001193432,0.000109507,0.001180943,0.009517671,0.00240495,0.0003428428,0.001252556,0.1324781,0.0001009334],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5956347,0.01178373,0.001126266,0.2091307,0.003409132,0.000544747,0.008149439,0.0002912219,0.1699301],"genre_scores_gemma":[0.9100278,0.006906645,0.001275039,0.02776758,0.0007968164,0.0001408062,0.001997065,0.00007448347,0.05101379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08595818,"threshold_uncertainty_score":0.6236731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01776718620053556,"score_gpt":0.2836469280209571,"score_spread":0.2658797418204215,"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."}}