{"id":"W1996667468","doi":"10.1258/ht.2009.009002","title":"Work-related hand fracture injuries in British Columbia, Canada: a population-based BC-linked health data-set study","year":2009,"lang":"en","type":"article","venue":"Hand Therapy","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"WorkSafeBC","keywords":"Medicine; Incidence (geometry); Population; Occupational safety and health; Workers' compensation; Injury prevention; Physical therapy; Demography; Health care; Demographics; Retrospective cohort study; Poison control; Surgery; Emergency medicine; Compensation (psychology); Environmental health","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001583227,0.0001493054,0.0004857061,0.00009394108,0.00199715,0.0001184319,0.0003539847,0.0002059374,0.001110891],"category_scores_gemma":[0.0001867146,0.0001870413,0.00002816229,0.0006695392,0.00004442688,0.0001523124,0.00003452812,0.001003853,0.00001860557],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005249793,"about_ca_system_score_gemma":0.006795971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.981532,"about_ca_topic_score_gemma":0.9971118,"domain_scores_codex":[0.9959593,0.001154567,0.0009311976,0.0004871008,0.0006505937,0.0008172819],"domain_scores_gemma":[0.9978768,0.0007194789,0.0002560565,0.0006127764,0.0001873737,0.0003474983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003509079,0.0003117777,0.9368618,0.00003625884,0.00001639299,0.00001664467,0.001025218,0.0000414086,5.378824e-7,0.000003624032,0.01614677,0.04518868],"study_design_scores_gemma":[0.004363959,0.0004208441,0.9788671,0.0002259088,0.000002333789,3.697439e-7,0.0004625423,0.0001591842,2.000603e-7,0.0002773105,0.01505813,0.0001621021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861929,0.001621457,0.0000250268,0.00799397,0.0003478965,0.003293068,0.0003951398,0.00004246793,0.00008809279],"genre_scores_gemma":[0.9871945,0.0001874015,0.00005075464,0.009274902,0.000153617,0.000138348,0.00224747,0.00002392444,0.0007290866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04502657,"threshold_uncertainty_score":0.9998022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07700622807583438,"score_gpt":0.4337927098503898,"score_spread":0.3567864817745554,"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."}}