{"id":"W3113505730","doi":"10.1093/pm/pnaa419","title":"Cumulative Lifetime Violence Severity and Chronic Pain in a Community Sample of Canadian Men","year":2020,"lang":"en","type":"article","venue":"Pain Medicine","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Canadian Institutes of Health Research","keywords":"Chronic pain; Medicine; Sample (material); Environmental health; Psychiatry; Demography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006210317,0.000310379,0.0003300463,0.001093179,0.002335656,0.0006694207,0.0006671676,0.0003167418,0.001755421],"category_scores_gemma":[0.001593169,0.0003392411,0.0004102265,0.00182094,0.0004966209,0.0002652685,0.00062298,0.0004219868,0.0001575324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005362831,"about_ca_system_score_gemma":0.006769462,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9591678,"about_ca_topic_score_gemma":0.9702142,"domain_scores_codex":[0.9995061,0.00005307571,0.00002778107,0.00007417228,0.0001865096,0.0001523602],"domain_scores_gemma":[0.999405,0.00003638147,0.0001707159,0.00002288515,0.0001758534,0.0001891202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002492072,0.00002482423,0.9978631,0.00001098811,0.00002066556,0.00002992056,0.0003017616,0.0000216648,0.00006611284,0.00001877001,0.0001773858,0.001439886],"study_design_scores_gemma":[0.000003023729,0.00002110876,0.9990801,0.000008637657,0.000007026077,0.00004063801,0.0006062335,0.00007367779,0.00001284421,0.000007080265,0.000136753,0.000002987179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979187,0.0002478638,0.00005609214,0.0001129388,0.000004899688,0.00003368333,0.001004363,0.000003010902,0.0006185465],"genre_scores_gemma":[0.9986652,0.0002484012,0.0001341669,0.00005547647,0.000005075277,0.00001606848,0.0006252386,0.000001174068,0.0002492137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04083222,"threshold_uncertainty_score":0.08214533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06859325830726937,"score_gpt":0.3559361500142064,"score_spread":0.2873428917069371,"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."}}