{"id":"W2014815395","doi":"10.1053/ajcd.2002.34576","title":"Bus pass dermatitis","year":2002,"lang":"en","type":"article","venue":"American Journal of Contact Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Malaise; Patch test; Patch testing; Dermatology; Test (biology); Contact dermatitis; Reading (process); Signs and symptoms; Audiology; Surgery; Allergy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000143032,0.0002745868,0.000987305,0.0003362442,0.0001074052,0.00009890789,0.0002315748,0.00005498033,0.002152701],"category_scores_gemma":[0.0001485304,0.0002325978,0.000403905,0.0003785985,0.0001519199,0.0005485223,0.00003503392,0.0004216162,0.0001984063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001253794,"about_ca_system_score_gemma":0.00008745374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001139683,"about_ca_topic_score_gemma":0.00002652981,"domain_scores_codex":[0.9976434,0.0001191311,0.001035487,0.0001506605,0.0006424906,0.0004088527],"domain_scores_gemma":[0.9977142,0.0002034181,0.0009208423,0.0003254858,0.0004257137,0.0004103671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00005929529,0.0005250321,0.05587717,0.0001892787,0.001098407,0.006266335,0.004027145,0.00001035289,0.002927958,0.000915067,0.2267357,0.7013683],"study_design_scores_gemma":[0.003918344,0.002274021,0.6048825,0.00087627,0.0003142711,0.02494977,0.001636219,0.0006435802,0.001649002,0.0001300048,0.3582122,0.0005137636],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9467615,0.002938095,0.001775009,0.02644915,0.0006284991,0.0002740504,0.00002516137,0.00008005508,0.02106848],"genre_scores_gemma":[0.9846967,0.002799451,0.00199498,0.009755659,0.0003591407,0.000005941109,0.000004670564,0.00004013036,0.0003432788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7008545,"threshold_uncertainty_score":0.9987594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0114299873390204,"score_gpt":0.2373303398772027,"score_spread":0.2259003525381823,"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."}}