{"id":"W4403227495","doi":"10.1016/j.cjca.2024.08.081","title":"A NOVEL MOBILE SCREENING PROGRAM FOR VALVULAR HEART DISEASE","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"E-commerce and Technology Innovations","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; valvular heart disease; Cardiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002637106,0.0003158549,0.0003084468,0.000689399,0.0008186767,0.0006217228,0.000647034,0.0007538397,0.009614136],"category_scores_gemma":[0.0008619481,0.0001587653,0.0004324377,0.0002754968,0.0002031126,0.0004690919,0.0009741854,0.0005296473,0.001572315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004230473,"about_ca_system_score_gemma":0.001402287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004899539,"about_ca_topic_score_gemma":0.008140991,"domain_scores_codex":[0.9996819,0.00007682257,0.00001727551,0.00009102275,0.00006385954,0.00006909019],"domain_scores_gemma":[0.9995213,0.00009023154,0.00002288135,0.00002575889,0.00007019295,0.0002696783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004233298,0.0293348,0.1418104,0.0002107637,0.000124285,0.009927748,0.0007614412,0.0007109302,0.02778019,0.001014595,0.03137805,0.7527135],"study_design_scores_gemma":[0.0121613,0.05939854,0.7314443,0.0004668004,0.0009832022,0.05186731,0.003564353,0.03499826,0.01357401,0.004489533,0.08662642,0.0004259014],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9461462,0.0005468603,0.01786281,0.006420844,0.0007542812,0.001858893,0.0008822933,0.001138661,0.02438906],"genre_scores_gemma":[0.9404341,0.0005988051,0.03367051,0.004582225,0.0007257106,0.001218593,0.0008278846,0.00006742838,0.0178748],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009614136,"threshold_uncertainty_score":0.03216249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02543693310050916,"score_gpt":0.2665855176039411,"score_spread":0.241148584503432,"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."}}