{"id":"W2154489654","doi":"","title":"The cost-effectiveness of a back education program for firefighters: a case study.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Memorial Chiropractic College","funders":"","keywords":"Absenteeism; Medicine; Low back pain; Back pain; Psychological intervention; Population; Physical therapy; Back injury; Occupational safety and health; Work (physics); Family medicine; Alternative medicine; Environmental health; Nursing; Psychology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.001477137,0.00007434111,0.0001235348,0.00003641783,0.0006931184,0.000006452321,0.0000870379,0.00005800617,0.000005664641],"category_scores_gemma":[0.0001803502,0.00004869565,0.00003514873,0.0001668456,0.00003414787,0.00008844808,0.00002027552,0.0001418362,0.00001889944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002016661,"about_ca_system_score_gemma":0.0006916997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007105779,"about_ca_topic_score_gemma":0.000865949,"domain_scores_codex":[0.9988053,0.0002555512,0.0003126366,0.0001330085,0.0001128011,0.0003807118],"domain_scores_gemma":[0.9982729,0.0009936198,0.0001621706,0.0001906161,0.0002669818,0.0001137147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008739813,0.001098797,0.1506069,0.001501146,0.00002423627,0.000002631214,0.001833944,0.00001415588,4.459427e-7,0.0009524924,0.0006181517,0.8424731],"study_design_scores_gemma":[0.002520343,0.0002602856,0.942517,0.00009458843,0.00001771691,0.0000131934,0.002882252,0.00002509835,0.000016064,0.0006890644,0.05088564,0.00007870645],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645401,0.0001451086,0.0000669545,0.0004279866,0.0008802559,0.03280479,0.00002402971,0.00003044512,0.001080358],"genre_scores_gemma":[0.8592975,0.00001101987,0.0001848498,0.0001350289,0.0001648693,0.1399102,0.00001694635,0.000009264317,0.0002704023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8423944,"threshold_uncertainty_score":0.5330976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1396030737739522,"score_gpt":0.4872885810659312,"score_spread":0.347685507291979,"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."}}