{"id":"W4285208634","doi":"10.36660/abc.20210327","title":"Evolução e Estado Atual das Práticas de Implante Transcateter de Válvula Aórtica na América Latina – Estudo WRITTEN LATAM","year":2022,"lang":"pt","type":"article","venue":"Arquivos Brasileiros de Cardiologia","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Humanities","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":[0.005696196,0.0004036497,0.0006991949,0.002962758,0.0006696762,0.002335567,0.0008129427,0.0006760374,0.003042743],"category_scores_gemma":[0.01264712,0.0003769504,0.001075305,0.004181797,0.0008908691,0.001384895,0.001266498,0.0009142904,0.0003945957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002017024,"about_ca_system_score_gemma":0.001886511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01832069,"about_ca_topic_score_gemma":0.0132774,"domain_scores_codex":[0.9976825,0.0009233669,0.0003419101,0.0003674553,0.0003960287,0.0002887688],"domain_scores_gemma":[0.9901959,0.003759532,0.003771662,0.0004287143,0.0014701,0.0003741424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002262725,0.000175081,0.9377194,0.0008557077,0.000136745,0.0005612363,0.005690259,0.0001742438,0.0005005084,0.001162393,0.001012221,0.05178585],"study_design_scores_gemma":[0.00007404583,0.0005041701,0.946038,0.001835893,0.0003065467,0.002925704,0.01748465,0.000696998,0.000462576,0.0004602247,0.0291521,0.00005918359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697889,0.01265991,0.0009978939,0.001283091,0.0001001089,0.0001444441,0.002064354,0.00006017812,0.01290112],"genre_scores_gemma":[0.9853356,0.01020381,0.001558437,0.0003766012,0.0001343049,0.000253159,0.00113058,0.0000278488,0.0009797754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01832069,"threshold_uncertainty_score":0.03642809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02211837516263549,"score_gpt":0.3382866626889715,"score_spread":0.316168287526336,"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."}}