{"id":"W7115713454","doi":"10.26443/mjm.v22i1.1043","title":"Approach to: Syncope","year":2025,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Cardiovascular Syncope and Autonomic Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Syncope (phonology); Etiology; Emergency department; Transient (computer programming); Consciousness","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003092643,0.001046446,0.0005467987,0.001183716,0.0008457514,0.001963032,0.001148447,0.004046569,0.1297944],"category_scores_gemma":[0.002218128,0.000184758,0.0005029133,0.000274254,0.0005919839,0.002188019,0.002299079,0.00465534,0.06333648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001118695,"about_ca_system_score_gemma":0.001892675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001588484,"about_ca_topic_score_gemma":0.003650821,"domain_scores_codex":[0.999681,0.00005295727,0.00003575223,0.00006182694,0.0001047997,0.00006377683],"domain_scores_gemma":[0.9993342,0.00007779385,0.00004473161,0.00002315084,0.0002557565,0.0002644046],"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":[0.00006307665,0.00007558125,0.001484556,0.0004934932,0.00001116029,0.006083001,0.0001769686,0.00008511511,0.0006638733,0.003518205,0.8276087,0.1597363],"study_design_scores_gemma":[0.00005435773,0.000118126,0.002048256,0.001741964,0.00001718806,0.02901624,0.0004718074,0.0001602792,0.0002959568,0.009021316,0.9570243,0.00003015588],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.005842219,0.0580057,0.01662742,0.2927255,0.08114184,0.001205478,0.001759125,0.002505022,0.5401877],"genre_scores_gemma":[0.0495338,0.09511268,0.01222617,0.2380304,0.1751644,0.0005559287,0.001571218,0.0005696106,0.4272358],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1297944,"threshold_uncertainty_score":0.4342056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01732631126017909,"score_gpt":0.2844537010478856,"score_spread":0.2671273897877065,"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."}}