{"id":"W2196929026","doi":"10.1016/j.cjca.2015.07.056","title":"IMPACT OF A MULTI-PRONGED INTERVENTION ON THE RATE OF INAPPROPRIATE CATHETERIZATION LABORATORY ACTIVATION USING AN AUTOMATED SYSTEM OF PRE-HOSPITAL STEMI DIAGNOSIS","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"ECG Monitoring and Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Myocardial infarction; Cardiac catheterization; Chest pain; Referral; Protocol (science); Medical emergency; Emergency medicine; Internal medicine; Cardiology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001234631,0.0004598094,0.0006298918,0.0003903545,0.0003177453,0.000811035,0.0003198125,0.001053823,0.001940304],"category_scores_gemma":[0.01061751,0.0001329385,0.0004722497,0.0001952139,0.000248661,0.0004712631,0.0005658093,0.0007354365,0.0002452348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004340515,"about_ca_system_score_gemma":0.0007684098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001413388,"about_ca_topic_score_gemma":0.001611033,"domain_scores_codex":[0.9984862,0.0006267341,0.0001374817,0.0002807717,0.0003173236,0.0001514511],"domain_scores_gemma":[0.9947886,0.00331702,0.0005669853,0.0002252475,0.0003915308,0.0007105843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.08810512,0.01678905,0.4562951,0.000376684,0.001242635,0.001756668,0.0008603006,0.008630667,0.01865111,0.0003314457,0.002789196,0.404172],"study_design_scores_gemma":[0.001415435,0.05408305,0.8972266,0.0001271236,0.00084997,0.001537743,0.0005580955,0.03771256,0.004957073,0.0002856652,0.001153446,0.00009320128],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976198,0.000188462,0.001080999,0.0002198414,0.00009907372,0.00004763261,0.00006297154,0.00008106245,0.0006002478],"genre_scores_gemma":[0.999002,0.00003959727,0.0006079485,0.00009478839,0.00004606006,0.00002174898,0.00003422704,0.000005087842,0.0001484923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001940304,"threshold_uncertainty_score":0.00652945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04216536222851901,"score_gpt":0.3196090250736081,"score_spread":0.2774436628450891,"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."}}