{"id":"W3171944929","doi":"10.46747/cfp.6706414","title":"Approach to allergic contact dermatitis caused by topical medicaments","year":2021,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Medical prescription; Allergic contact dermatitis; Dermatology; Contact dermatitis; Allergy; Patch testing; Drug eruption; Drug; Immunology; Pharmacology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00004082772,0.0002074563,0.0004085265,0.0001036714,0.0001268122,0.00006994054,0.0001369673,0.00009834961,0.00004717196],"category_scores_gemma":[0.00002479596,0.0002126753,0.0001179367,0.0002747929,0.00003043458,0.00008995841,0.00003092044,0.0002061982,0.0002019656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003084163,"about_ca_system_score_gemma":0.000769963,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007908999,"about_ca_topic_score_gemma":0.009318956,"domain_scores_codex":[0.9984936,0.00004372739,0.0002672648,0.0003467343,0.0003188817,0.0005297541],"domain_scores_gemma":[0.9982749,0.00002525341,0.00003764255,0.0003941345,0.000111492,0.001156598],"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":[0.000004096163,0.0001567377,0.0005542812,0.00006766355,0.0002129237,0.0005805271,0.0003891288,0.000002176355,0.01027931,0.001859459,0.960636,0.02525767],"study_design_scores_gemma":[0.001044788,0.00006826201,0.07763598,0.0001241937,0.00004345657,0.00001146771,0.0009225014,0.00009838429,0.001259644,0.00004787347,0.9184749,0.0002686152],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3021638,0.001946771,0.0002557539,0.01501509,0.0004861066,0.0006039868,0.0002463879,0.0000939531,0.6791881],"genre_scores_gemma":[0.7151999,0.00005322849,0.0002180059,0.2822249,0.0002134398,0.0000425492,0.0003580039,0.00002969705,0.001660179],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.677528,"threshold_uncertainty_score":0.9986974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01708447163558086,"score_gpt":0.2333319120453865,"score_spread":0.2162474404098056,"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."}}