{"id":"W3082687962","doi":"10.5694/mja2.50756","title":"Implementing cardiovascular disease preventive care guidelines in general practice: an opportunity missed","year":2020,"lang":"en","type":"article","venue":"The Medical Journal of Australia","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Heart Foundation","keywords":"Medicine; Psychological intervention; Disease; Family medicine; Atrial fibrillation; Audit; Emergency medicine; Internal medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03510817,0.0003123019,0.0008999325,0.001632597,0.001423858,0.00381292,0.001702448,0.001784631,0.002185845],"category_scores_gemma":[0.07156447,0.0008136394,0.0005324701,0.005108587,0.001917922,0.00438877,0.003567996,0.001904956,0.0002910169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004325431,"about_ca_system_score_gemma":0.009006879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05826559,"about_ca_topic_score_gemma":0.1588323,"domain_scores_codex":[0.9532766,0.03078848,0.003792381,0.002613036,0.007167675,0.002361801],"domain_scores_gemma":[0.9289465,0.03189889,0.02122399,0.006049573,0.008039238,0.003841813],"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":[0.0002365541,0.0003884189,0.7802983,0.003058216,0.0004689815,0.0005411773,0.0193902,0.0004567065,0.0003223911,0.002842064,0.01572834,0.1762685],"study_design_scores_gemma":[0.00008695411,0.000609385,0.9627075,0.004994386,0.0001689828,0.0004752424,0.01395501,0.001281903,0.0000730468,0.002804346,0.01279613,0.00004712452],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8851871,0.02607035,0.005338218,0.07155947,0.0006089986,0.001172174,0.003549576,0.00006173245,0.006452367],"genre_scores_gemma":[0.9636216,0.005955855,0.01550647,0.01256957,0.0004040923,0.0007265341,0.0008261016,0.00002214364,0.0003676356],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.05826559,"threshold_uncertainty_score":0.1856719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.274406307864373,"score_gpt":0.5333836509250253,"score_spread":0.2589773430606522,"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."}}