{"id":"W2081419578","doi":"10.1177/0017896910363302","title":"An evaluation of an occupational health advice service","year":2010,"lang":"en","type":"article","venue":"Health Education Journal","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health and Safety Executive","keywords":"Quarter (Canadian coin); Service (business); Medicine; Work (physics); Sample (material); Nursing; Family medicine; Psychology; Business; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01862928,0.0001980539,0.0003883731,0.0004072615,0.002967794,0.00002930642,0.0003310616,0.0002278148,0.003191981],"category_scores_gemma":[0.0006142547,0.0001928851,0.00004891102,0.0006101314,0.00003365351,0.0007986196,0.00002263492,0.002085445,0.0001376478],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007273866,"about_ca_system_score_gemma":0.0763207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002680543,"about_ca_topic_score_gemma":0.004971101,"domain_scores_codex":[0.9918184,0.003878661,0.001833925,0.0003395955,0.001167881,0.0009615082],"domain_scores_gemma":[0.9914178,0.0002979932,0.002194682,0.0005716005,0.003239753,0.002278215],"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":[0.0005636228,0.002805581,0.1759585,0.002557005,0.00003193407,4.895063e-7,0.07334682,0.0005717686,0.0003836199,0.008066398,0.07571132,0.6600029],"study_design_scores_gemma":[0.002879479,0.0008545787,0.8663372,0.0008745803,0.00003703763,0.0001350888,0.02311138,0.01212747,0.0000189344,0.00652862,0.08672556,0.0003700164],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9311406,0.0004940071,0.0003378192,0.05580446,0.008660554,0.001686414,0.00002237735,0.00009247733,0.001761311],"genre_scores_gemma":[0.9186122,0.0001696941,0.0159994,0.05995493,0.004514326,0.0001984941,0.0003660293,0.00005331971,0.0001315812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6903787,"threshold_uncertainty_score":0.9983302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08332246012878604,"score_gpt":0.5328123146758569,"score_spread":0.4494898545470709,"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."}}