{"id":"W4293778370","doi":"10.1714/3860.38454","title":"Screening per fibrillazione atriale: ragionevoli certezze e prospettive future","year":2022,"lang":"it","type":"article","venue":"Giornale italiano di cardiologia","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Care Foundation","funders":"","keywords":"Atrial fibrillation; Cardiology; Internal medicine; 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":[0.004816683,0.0006888069,0.002694842,0.0009196522,0.0005210094,0.00320257,0.001000281,0.003168612,0.01234835],"category_scores_gemma":[0.0113065,0.0002768871,0.001728712,0.000922868,0.0009280554,0.003451457,0.000876562,0.004036415,0.001405198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001694229,"about_ca_system_score_gemma":0.004611868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00434271,"about_ca_topic_score_gemma":0.006463471,"domain_scores_codex":[0.9980642,0.0007421889,0.0001911265,0.0004001875,0.0003554632,0.0002467668],"domain_scores_gemma":[0.9915848,0.00456078,0.0009815213,0.0003443675,0.001148648,0.001379986],"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":[0.006993866,0.001332044,0.0599238,0.003685943,0.001927129,0.0006429519,0.0002935072,0.001155019,0.001574388,0.01094858,0.09714764,0.8143752],"study_design_scores_gemma":[0.008523316,0.01073864,0.273945,0.03316132,0.01219519,0.004522542,0.002548183,0.007425822,0.001529055,0.07479205,0.5701993,0.0004196024],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03170314,0.7106251,0.001772361,0.2374409,0.005323254,0.00005762872,0.001019762,0.0001225047,0.0119354],"genre_scores_gemma":[0.3403552,0.5319995,0.006617806,0.07896946,0.03341652,0.0002195728,0.002653963,0.0001080255,0.005659919],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01234835,"threshold_uncertainty_score":0.04130936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04831164188903282,"score_gpt":0.2955087584115673,"score_spread":0.2471971165225345,"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."}}