{"id":"W2935738463","doi":"10.1007/s10900-019-00658-1","title":"A Process Evaluation of the Skin Cancer Prevention Act (Tanning Beds): A Survey of Ontario Public Health Units","year":2019,"lang":"en","type":"article","venue":"Journal of Community Health","topic":"Skin Protection and Aging","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University of Guelph; Public Health Ontario; Toronto Metropolitan University; University of Toronto; Canadian Cancer Society; Queen's University","funders":"","keywords":"Enforcement; Legislation; Environmental health; Business; Government (linguistics); Public health; Popularity; Law enforcement; Complaint; Medicine; Nursing; Political science; Law","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":[0.0187944,0.00008461157,0.0004618332,0.000203402,0.0001991559,0.000009339674,0.0002129354,0.00004686729,0.0001348413],"category_scores_gemma":[0.0008173647,0.00005963196,0.0000802315,0.0007109852,0.00003458613,0.0001672111,0.00004001327,0.001148872,4.176072e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001486104,"about_ca_system_score_gemma":0.02151514,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1814149,"about_ca_topic_score_gemma":0.2304042,"domain_scores_codex":[0.9944315,0.003636011,0.0008367076,0.0000477345,0.0008671939,0.0001808416],"domain_scores_gemma":[0.9949077,0.0001565666,0.002124841,0.0003295416,0.00234502,0.0001363009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003270291,0.0008061992,0.8536496,0.001191825,0.0001756137,1.328844e-7,0.04596568,0.0004901335,0.0001491776,0.00001858903,0.0003167392,0.09690935],"study_design_scores_gemma":[0.00207721,0.0009871077,0.9914567,0.001977014,0.00003110506,0.00004656141,0.00238893,0.0002675707,0.0002549076,0.000100338,0.0003728617,0.0000396912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927043,0.0006359275,0.0001089524,0.005327885,0.0002546498,0.0006927294,0.000003720289,0.00000429954,0.0002674883],"genre_scores_gemma":[0.9990674,0.00006370364,0.00006460247,0.0006297877,0.00002771653,0.000004146736,0.00000682532,0.000009847355,0.0001259181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1378072,"threshold_uncertainty_score":0.984032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3228646573245067,"score_gpt":0.4641686601151868,"score_spread":0.1413040027906801,"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."}}