{"id":"W4387697516","doi":"10.1111/cod.14446","title":"Usefulness of a ‘workplace prescription’ as a resource for return‐to‐work","year":2023,"lang":"en","type":"article","venue":"Contact Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Medical prescription; Occupational medicine; Family medicine; Phone; Work (physics); Health care; Occupational safety and health; Nursing","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":[0.0002052103,0.0002065511,0.0005281059,0.0003051565,0.0001160755,0.0000761222,0.0002176221,0.0001148851,0.0002924599],"category_scores_gemma":[0.0005092576,0.0001957187,0.000214493,0.0007514767,0.0000288859,0.0001971494,0.0001156122,0.0001404192,0.0002168609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006545825,"about_ca_system_score_gemma":0.000115719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000870834,"about_ca_topic_score_gemma":0.00005347659,"domain_scores_codex":[0.9984423,0.00004890778,0.0005034594,0.0002776352,0.0003363591,0.0003913692],"domain_scores_gemma":[0.998624,0.0003287324,0.0001444834,0.0004798443,0.0001981754,0.0002247958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004309343,0.0001112079,0.02122912,0.001086076,0.0002731732,0.0002093315,0.004412041,0.00003445195,0.003902456,0.002255656,0.9508993,0.01515625],"study_design_scores_gemma":[0.002726204,0.0004227519,0.3007424,0.00164467,0.0001167934,0.0001254362,0.0007195608,0.0003685066,0.01186335,0.0005168702,0.6804193,0.0003342461],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695975,0.0002961236,0.001529422,0.01508399,0.0004707142,0.002130314,0.0001216563,0.0004106716,0.01035962],"genre_scores_gemma":[0.9864669,0.00006243967,0.0003895774,0.003867301,0.0001868671,0.0003850726,0.0001417294,0.0000518891,0.008448199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2795132,"threshold_uncertainty_score":0.7981179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02592597403008711,"score_gpt":0.2723454313174083,"score_spread":0.2464194572873212,"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."}}