{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.014528,0.00007551214,0.000214467,0.0001747487,0.0002469325,0.000007105371,0.0002691766,0.00006926775,0.0002961585],"category_scores_gemma":[0.01205206,0.00006437278,0.00001512572,0.0009104502,0.0007241044,0.00006211863,0.00003830076,0.0003870596,0.000002902653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001783974,"about_ca_system_score_gemma":0.000553487,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9131457,"about_ca_topic_score_gemma":0.7261718,"domain_scores_codex":[0.9948341,0.004156012,0.0001829961,0.000128253,0.0003381102,0.0003605516],"domain_scores_gemma":[0.996869,0.002414515,0.00004403852,0.0001190963,0.00006882235,0.0004845424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005247565,0.00005292418,0.5076442,0.000417589,0.00002662629,0.00001646638,0.2561848,0.000018071,0.0005994409,0.002956433,0.004039554,0.2279914],"study_design_scores_gemma":[0.003143036,0.003552534,0.3798059,0.005210786,0.00003776411,6.789763e-7,0.4276469,0.05049071,0.0002264373,0.02269897,0.1063974,0.0007888329],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.865489,0.002592455,0.0009694888,0.1150232,0.00003915945,0.0009737459,0.00003141636,0.00005010476,0.01483147],"genre_scores_gemma":[0.9968292,0.001535416,0.0000829674,0.001394543,0.0001203241,0.000008410309,0.000007667493,0.000004506468,0.00001696364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2272026,"threshold_uncertainty_score":0.9962698,"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."}}