{"id":"W6885934414","doi":"10.1371/journal.pone.0288288.s004","title":"Descriptive analysis.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Psychological intervention; Poison control; Alcohol abuse; Population; Injury prevention; Suicide prevention; Occupational safety and health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005861216,0.001361291,0.002254378,0.009436638,0.0007954786,0.002008514,0.002099075,0.0005468547,0.1454328],"category_scores_gemma":[0.02988065,0.0007227124,0.001153924,0.01031149,0.0007241156,0.001811603,0.001761537,0.001714411,0.02849128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00237029,"about_ca_system_score_gemma":0.005739962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005547712,"about_ca_topic_score_gemma":0.003741103,"domain_scores_codex":[0.9944132,0.001630002,0.001151817,0.0008892736,0.001468047,0.0004477302],"domain_scores_gemma":[0.984608,0.006263444,0.001806539,0.001380924,0.005564891,0.000376303],"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":[0.001617416,0.001063894,0.03981262,0.0109599,0.000253408,0.000555308,0.007562856,0.001299732,0.0005220971,0.01672204,0.6761271,0.2435035],"study_design_scores_gemma":[0.0005820127,0.0009870362,0.1136188,0.008274475,0.0002421121,0.0007211473,0.0208044,0.002899231,0.000791052,0.01290493,0.8379582,0.0002166228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.09747965,0.004199808,0.02575037,0.003604018,0.004464601,0.0512437,0.6014634,0.002778726,0.2090158],"genre_scores_gemma":[0.23857,0.009607508,0.08535096,0.004473947,0.0009907775,0.2847968,0.2458214,0.00256169,0.1278269],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8545672,"threshold_uncertainty_score":0.4865211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1087477517034997,"score_gpt":0.3670005795036412,"score_spread":0.2582528278001415,"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."}}