{"id":"W6923428533","doi":"10.1371/journal.pone.0288288.s007","title":"Residuals 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); Poison control; Population; Psychological intervention; Injury prevention; Alcohol abuse; Suicide prevention; Human factors and ergonomics","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":[],"consensus_categories":[],"category_scores_codex":[0.004543732,0.001545336,0.001402042,0.003031273,0.0007210565,0.003659563,0.002157576,0.001109287,0.2980078],"category_scores_gemma":[0.01721854,0.0007680265,0.001511316,0.004531588,0.0007355862,0.002069389,0.002798434,0.00185709,0.1534988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001024667,"about_ca_system_score_gemma":0.003010438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006180163,"about_ca_topic_score_gemma":0.007219683,"domain_scores_codex":[0.9960424,0.001028159,0.0004426541,0.0009328799,0.001331967,0.0002219007],"domain_scores_gemma":[0.993957,0.001991964,0.0004070045,0.001165402,0.0022813,0.000197254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000471451,0.0001867141,0.005382051,0.002142944,0.0001793343,0.0001574131,0.0009609968,0.002607118,0.001960375,0.02573773,0.4773188,0.4828951],"study_design_scores_gemma":[0.00008969603,0.0001089385,0.008763744,0.000643244,0.00008342048,0.000160994,0.0005667823,0.005699948,0.001816435,0.01191061,0.9700916,0.00006465802],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01631904,0.005228114,0.3169547,0.003953586,0.004467234,0.003660242,0.2214635,0.07483302,0.3531206],"genre_scores_gemma":[0.1189817,0.005459744,0.3286693,0.002270379,0.0006846317,0.006814993,0.1253858,0.03511142,0.3766222],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2980078,"threshold_uncertainty_score":0.9969354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08829653476904853,"score_gpt":0.3894844028717415,"score_spread":0.301187868102693,"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."}}