{"id":"W4404172850","doi":"10.1101/2024.11.06.24316875","title":"Ticagrelor Compared to Clopidogrel in aCute Coronary syndromes (TC4) – A Bayesian pragmatic cluster randomized controlled trial","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Antiplatelet Therapy and Cardiovascular Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Ticagrelor; Clopidogrel; Randomized controlled trial; Medicine; Acute coronary syndrome; Internal medicine; Cardiology; Bayesian network; Myocardial infarction; Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.02050661,0.001433272,0.003117977,0.000657849,0.0006680727,0.0014075,0.001114725,0.001707102,0.004792148],"category_scores_gemma":[0.03622528,0.0005784847,0.002985307,0.0007334397,0.001417889,0.0009849693,0.0009847081,0.001355103,0.0002177897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002579566,"about_ca_system_score_gemma":0.004472669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008634008,"about_ca_topic_score_gemma":0.00870305,"domain_scores_codex":[0.9719447,0.02526192,0.0006853611,0.00114953,0.0006730072,0.0002854247],"domain_scores_gemma":[0.9861465,0.008998883,0.002185124,0.0009678365,0.000885454,0.0008161372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8551634,0.004274597,0.005580717,0.006292258,0.02970532,0.000157433,0.0004433709,0.01702313,0.001016886,0.005672586,0.003464782,0.07120556],"study_design_scores_gemma":[0.8565032,0.03231852,0.007588852,0.0009376367,0.02151103,0.0001512765,0.0001954991,0.06351796,0.0003448052,0.01376268,0.002980885,0.0001876414],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9060395,0.01304024,0.03836526,0.004618144,0.0007347038,0.02818899,0.002416774,0.0003554444,0.00624108],"genre_scores_gemma":[0.9691042,0.001015477,0.01925381,0.001005016,0.0001452619,0.008277716,0.0006804672,0.00001660926,0.0005014049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02050661,"threshold_uncertainty_score":0.1084506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296095179730311,"score_gpt":0.2863166088165885,"score_spread":0.2733556570192854,"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."}}