{"id":"W4410354460","doi":"10.46747/cfp.7105299","title":"What risk of death is acceptable?","year":2025,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Data science; World Wide Web; Medicine","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":[0.009440427,0.0003189882,0.0007690368,0.0007268968,0.002755288,0.00235821,0.0007794396,0.00405982,0.01099167],"category_scores_gemma":[0.07728024,0.0001648929,0.0009489639,0.0004857747,0.003023515,0.003045674,0.001489537,0.005478879,0.002390142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002446012,"about_ca_system_score_gemma":0.003860632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008400202,"about_ca_topic_score_gemma":0.0131875,"domain_scores_codex":[0.9913567,0.004382246,0.001132799,0.0003305007,0.001953974,0.0008438392],"domain_scores_gemma":[0.9752972,0.01150589,0.004258007,0.0004833495,0.005284157,0.003171495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009232862,0.0004976959,0.1818245,0.002472166,0.0004870085,0.005207682,0.02114969,0.001041006,0.001295684,0.0513981,0.4881563,0.245547],"study_design_scores_gemma":[0.0002189065,0.0009481556,0.09017654,0.01015237,0.0005110647,0.01624746,0.07346885,0.001214578,0.00137014,0.1229221,0.6821558,0.0006141767],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05863674,0.01407354,0.004303507,0.7992924,0.003975294,0.0001458741,0.0009566809,0.000110855,0.1185052],"genre_scores_gemma":[0.7415182,0.01822731,0.006777914,0.2202496,0.005847577,0.0002085605,0.0006247016,0.0001144071,0.006431678],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01099167,"threshold_uncertainty_score":0.04992634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3528933905813487,"score_gpt":0.4846347907574432,"score_spread":0.1317414001760945,"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."}}