{"id":"W7117453506","doi":"10.1002/ajim.70046","title":"Early Occupational Health and Safety Interventions for Small Businesses: An Environmental Scan","year":2025,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health; University of Toronto","funders":"WorkSafeBC","keywords":"Psychological intervention; Occupational safety and health; Occupational medicine; Occupational accident; Occupational exposure; MEDLINE","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.03999984,0.001063256,0.001830003,0.009555987,0.002995524,0.005706892,0.002160945,0.003556287,0.007717625],"category_scores_gemma":[0.1012793,0.0009693889,0.001924741,0.009517953,0.002366012,0.007355823,0.004871197,0.002861168,0.0008192429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01090438,"about_ca_system_score_gemma":0.02818416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003489391,"about_ca_topic_score_gemma":0.01075317,"domain_scores_codex":[0.9620349,0.02507105,0.005083433,0.001060329,0.005462931,0.00128729],"domain_scores_gemma":[0.8117225,0.1647186,0.00780526,0.00220201,0.01233097,0.001220705],"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":[0.0006851125,0.0008615025,0.004541538,0.3298849,0.0005877633,0.001060003,0.05935387,0.0007077049,0.001237095,0.01173522,0.01102291,0.5783224],"study_design_scores_gemma":[0.0003351918,0.001723236,0.00850397,0.6627992,0.001713499,0.0008705971,0.06210315,0.000365332,0.00234826,0.004864274,0.2542767,0.00009658193],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1312675,0.7142286,0.01471408,0.05835209,0.001664083,0.01786181,0.004786308,0.0002977834,0.05682782],"genre_scores_gemma":[0.3721023,0.5272148,0.05126422,0.01445001,0.0004373897,0.02980389,0.001702528,0.0001354823,0.002889477],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03999984,"threshold_uncertainty_score":0.2115418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1944387036153435,"score_gpt":0.5062333854762195,"score_spread":0.3117946818608761,"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."}}