{"id":"W4391321624","doi":"10.1503/cmaj.231061","title":"How to save a life?","year":2024,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Coquitlam College","funders":"","keywords":"Internet privacy; Psychology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0024723,0.0006398326,0.0004529425,0.0006201412,0.007570145,0.005522491,0.0008546249,0.005754059,0.04673493],"category_scores_gemma":[0.01418738,0.0002483977,0.0004979833,0.0004785412,0.00523131,0.009678224,0.003839014,0.01345456,0.02461474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002629101,"about_ca_system_score_gemma":0.004989676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008920974,"about_ca_topic_score_gemma":0.02362462,"domain_scores_codex":[0.9976315,0.0008676793,0.00009343973,0.0001965692,0.0007316609,0.0004790654],"domain_scores_gemma":[0.9954548,0.0007043038,0.0001972416,0.0001982793,0.00129497,0.002150399],"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":[0.000007528365,0.00001617324,0.0001704991,0.00005292224,0.000004451311,0.00007137954,0.001104845,0.00000837627,0.00005984158,0.006108479,0.968501,0.02389451],"study_design_scores_gemma":[0.000005385039,0.00001528001,0.0003696651,0.000332184,0.000004608872,0.0003001519,0.005922965,0.00001170425,0.00005488033,0.005815538,0.987153,0.00001469971],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008644524,0.01452607,0.0006135822,0.8779833,0.04188845,0.00002323293,0.0001147876,0.0001264361,0.06385971],"genre_scores_gemma":[0.02026701,0.02164233,0.001299408,0.7953784,0.01109486,0.00006150275,0.0001936558,0.0002120384,0.1498508],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04673493,"threshold_uncertainty_score":0.1563439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02726581922781321,"score_gpt":0.3579905587361848,"score_spread":0.3307247395083716,"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."}}