{"id":"W2153145432","doi":"10.1136/oem.59.3.205","title":"TRANSLATING EVIDENCE ABOUT OCCUPATIONAL CONDITIONS INTO STRATEGIES FOR PREVENTION","year":2002,"lang":"en","type":"review","venue":"Occupational and Environmental Medicine","topic":"Neuroscience and Neuropharmacology Research","field":"Neuroscience","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University; Hamilton Health Sciences","funders":"","keywords":"Medicine; Occupational exposure; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000222668,0.0003358192,0.0005818725,0.0002330346,0.0005960608,0.00004603097,0.0002725531,0.000132561,0.0008152057],"category_scores_gemma":[0.0002913965,0.000262857,0.0001552412,0.0002266147,0.0009868256,0.000508189,0.00006769133,0.0003193345,0.00005353606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008803735,"about_ca_system_score_gemma":0.0001356467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004216271,"about_ca_topic_score_gemma":0.00000169386,"domain_scores_codex":[0.9975081,0.0002556504,0.0005551925,0.000770413,0.0005940318,0.0003166193],"domain_scores_gemma":[0.9978828,0.001534465,0.0002521704,0.0001621857,0.00000995311,0.0001584096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001311295,0.0003241535,0.0001313966,0.005244335,0.00003234583,0.00004139338,0.0003487525,0.00001583201,0.03241408,0.002039766,0.001986997,0.9572898],"study_design_scores_gemma":[0.001869876,0.00199699,0.0009373861,0.01052191,0.0008317159,0.000465613,0.0001775412,0.001354424,0.0005745015,0.00303266,0.9771836,0.001053796],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002792848,0.9933529,0.0005054225,0.0003415125,0.0004387155,0.001889463,0.0004409058,0.00004761166,0.0001906185],"genre_scores_gemma":[0.01874444,0.9790201,0.00006750597,0.0003715483,0.0003326428,0.0005749821,0.0001637091,0.00003031997,0.0006948182],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9751966,"threshold_uncertainty_score":0.9999824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2630645445317681,"score_gpt":0.4685901359928935,"score_spread":0.2055255914611254,"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."}}