{"id":"W7115699902","doi":"10.26443/mjm.v22i1.1208","title":"McGill Emergency Medicine Conference (MEMC), First Edition","year":2025,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Alternative medicine; MEDLINE; Primary care; Emergency medical services","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025702,0.001675583,0.001043733,0.004343993,0.00137069,0.005002965,0.002439146,0.003614756,0.2820832],"category_scores_gemma":[0.01566156,0.0008032251,0.0008138977,0.002244109,0.0006753712,0.001799999,0.002117022,0.002758527,0.1008966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005140762,"about_ca_system_score_gemma":0.01071592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04388778,"about_ca_topic_score_gemma":0.1586753,"domain_scores_codex":[0.998075,0.0002424463,0.0001740063,0.0001030064,0.001128351,0.0002771116],"domain_scores_gemma":[0.9906173,0.0008806136,0.0005651511,0.0003015922,0.005865411,0.001769843],"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":[0.00001621428,0.000003680908,0.00004008926,0.00006479553,0.000001332092,0.000009762317,0.000002877853,0.0000114019,0.00002404556,0.00006883038,0.9924838,0.007273169],"study_design_scores_gemma":[0.00003017302,0.00001929545,0.001926006,0.0004090332,0.000005148951,0.00006000049,0.00002408708,0.00004358202,0.0000809749,0.0002641442,0.9971262,0.00001142402],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001610666,0.09879192,0.000944395,0.1320531,0.3092059,0.0008291494,0.02927634,0.001597398,0.4256911],"genre_scores_gemma":[0.006738917,0.0290248,0.001351508,0.02340916,0.06308694,0.0006357443,0.007750389,0.0008894967,0.8671132],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2820832,"threshold_uncertainty_score":0.9436625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06064742428904828,"score_gpt":0.343542943711391,"score_spread":0.2828955194223427,"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."}}