{"id":"W6940136409","doi":"10.6084/m9.figshare.c.6227399","title":"Working with alcohol prevention in occupational health services: “knowing how” is more important than “knowing that” – the WIRUS OHS study","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Psychological intervention; Occupational safety and health; Logistic regression; Bivariate analysis; Intervention (counseling); Alcohol; Public health; Occupational medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.005472754,0.0003591746,0.0005979138,0.0008668433,0.001649987,0.002050743,0.0006869379,0.0007074869,0.002909737],"category_scores_gemma":[0.005409465,0.0005772114,0.001019793,0.001034061,0.001176565,0.00163459,0.002617909,0.001528213,0.0004501913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002080501,"about_ca_system_score_gemma":0.003285649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05286833,"about_ca_topic_score_gemma":0.06994872,"domain_scores_codex":[0.9971069,0.001134777,0.0002956697,0.0003342899,0.00040994,0.0007184798],"domain_scores_gemma":[0.9963966,0.0009190827,0.001023111,0.0002118025,0.0003500044,0.001099376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002377312,0.0008125089,0.9697085,0.0001211786,0.00009299962,0.0001899845,0.02322251,0.00002137961,0.0001209303,0.0002128925,0.0008239082,0.004435529],"study_design_scores_gemma":[0.00005785569,0.0005252807,0.9375809,0.0002636569,0.00009437122,0.0001403497,0.05879537,0.0001002523,0.0000603396,0.0001356381,0.002222897,0.00002299179],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986113,0.0002802154,0.00002686811,0.0002076393,0.00002263415,0.00002997694,0.0001121795,6.660944e-7,0.000708402],"genre_scores_gemma":[0.9988793,0.0002274747,0.00004322744,0.000178159,0.00002091597,0.00005201724,0.0001350544,0.00000219822,0.0004616674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05286833,"threshold_uncertainty_score":0.1051212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06505437806515924,"score_gpt":0.2848326065135568,"score_spread":0.2197782284483976,"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."}}