{"id":"W4310591066","doi":"10.36660/abc.20220099","title":"Médico-Pesquisador, Prática Médica e Pesquisa: A Importância do Médico-Pesquisador na Medicina Atual","year":2022,"lang":"pt","type":"letter","venue":"Arquivos Brasileiros de Cardiologia","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Medicine; Philosophy","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02086435,0.0005903777,0.001866803,0.001831608,0.002345347,0.004944944,0.002000719,0.01977638,0.005115661],"category_scores_gemma":[0.112045,0.0006018084,0.001805537,0.002726233,0.005877337,0.006416519,0.002297428,0.02613822,0.003301038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005654437,"about_ca_system_score_gemma":0.01114309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007929677,"about_ca_topic_score_gemma":0.01869013,"domain_scores_codex":[0.9801563,0.009640966,0.002854338,0.001920209,0.004800567,0.0006275853],"domain_scores_gemma":[0.8546218,0.1053999,0.007713879,0.003835542,0.02400378,0.004425106],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002544696,0.00005175102,0.003327887,0.002884648,0.0002415502,0.001698535,0.0003811918,0.00012003,0.0003865572,0.01484309,0.8816388,0.09417149],"study_design_scores_gemma":[0.0003017765,0.0001893607,0.00423886,0.00666602,0.0003754104,0.008122452,0.0007673954,0.0008681747,0.0005910227,0.04755329,0.9301875,0.0001386263],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003204981,0.02369602,0.0003816683,0.9637317,0.01018328,0.00001357225,0.00006011194,0.00001084011,0.001602367],"genre_scores_gemma":[0.01261872,0.04063245,0.001866114,0.885963,0.05560333,0.00007905599,0.00008316249,0.00002272593,0.003131462],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9791356,"threshold_uncertainty_score":0.1103426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3865804414569974,"score_gpt":0.4386151772060015,"score_spread":0.05203473574900408,"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."}}