{"id":"W4200161738","doi":"10.3410/f.739486556.793590669","title":"Faculty Opinions recommendation of Periodontal disease, atrial fibrillation and stroke.","year":2021,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Dental Radiography and Imaging","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Atrial fibrillation; Periodontal disease; Stroke (engine); Medicine; Cardiology; Internal medicine; Ischemic stroke; Engineering","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":[0.001275718,0.001775573,0.001799749,0.003701975,0.0006808407,0.002893762,0.002510437,0.002478084,0.1644663],"category_scores_gemma":[0.01357811,0.0006017244,0.001572628,0.004900227,0.0003100469,0.001574001,0.00201585,0.001717707,0.1396308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001324398,"about_ca_system_score_gemma":0.003318882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0272988,"about_ca_topic_score_gemma":0.06519945,"domain_scores_codex":[0.998657,0.0002032061,0.0002063436,0.0003672257,0.0003752167,0.0001909653],"domain_scores_gemma":[0.9948764,0.001401459,0.0007158151,0.0008009543,0.001478144,0.0007272179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003733551,0.00001136548,0.0008564375,0.0005160554,0.00002194806,0.000009893398,0.000006605444,0.0000497231,0.00003474647,0.0001405545,0.9960365,0.002278783],"study_design_scores_gemma":[0.0002331017,0.00001512343,0.007195445,0.0006392911,0.00005569571,0.00006193049,0.00003837498,0.0002873334,0.0001467693,0.0007151589,0.990589,0.00002277311],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006688978,0.00008402109,0.00003356601,0.0001351544,0.0000404135,0.000009489694,0.9985379,0.0001488215,0.0009437966],"genre_scores_gemma":[0.0004593471,0.0001462733,0.0002165655,0.000150245,0.00002997219,0.00004738336,0.9971762,0.00005405187,0.001719909],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1644663,"threshold_uncertainty_score":0.5501946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02359030962988501,"score_gpt":0.3395028150913052,"score_spread":0.3159125054614202,"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."}}