{"id":"W2019961718","doi":"10.1111/j.1600-0536.2011.01941.x","title":"Multiple contact allergies to benzophenones","year":2011,"lang":"en","type":"article","venue":"Contact Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; McGill University Health Centre; Centre Hospitalier de l’Université de Montréal; McGill University","funders":"","keywords":"Library science; Medicine; Computer science","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001041897,0.0003708657,0.0006754468,0.0002482198,0.0001759248,0.00007730779,0.0002430037,0.0001314023,0.002700898],"category_scores_gemma":[0.0002124532,0.0003367741,0.0002391435,0.0002251521,0.0000324589,0.0003975761,0.000122749,0.000220236,0.001143448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000932045,"about_ca_system_score_gemma":0.0001107836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009429407,"about_ca_topic_score_gemma":0.0007476746,"domain_scores_codex":[0.9980483,0.00005386038,0.0005860082,0.0003896783,0.0003625539,0.00055961],"domain_scores_gemma":[0.9984371,0.0001378395,0.0001275007,0.0006189012,0.000212278,0.0004663997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001041065,0.001645532,0.5292919,0.001090967,0.001951092,0.005064137,0.04482064,0.000007072857,0.05401301,0.02459871,0.2435433,0.0929326],"study_design_scores_gemma":[0.002437026,0.0005255297,0.8544487,0.0003474473,0.0000817547,0.0003585714,0.001013227,0.0001098272,0.01408719,0.0001924647,0.1259235,0.0004746748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9133203,0.0008803245,0.001400921,0.002663903,0.0007667739,0.001178007,0.00007277679,0.0004948626,0.07922213],"genre_scores_gemma":[0.9886242,0.0002107916,0.002664263,0.006901092,0.0001851306,0.0001304114,0.00005218165,0.00006240427,0.001169597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3251569,"threshold_uncertainty_score":0.9999084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03098359683060954,"score_gpt":0.2481136487337455,"score_spread":0.2171300519031359,"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."}}