{"id":"W1974438994","doi":"10.2310/6620.2007.06012","title":"Patch-Test Reactions to Formaldehydes, Bioban, and Other Formaldehyde Releasers","year":2007,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Formaldehyde; Reactivity (psychology); Allergy; Allergic contact dermatitis; Contact allergy; Patch test; Medicine; Allergic reaction; Contact dermatitis; Chemistry; Immunology; Organic chemistry; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000162507,0.0001731663,0.0002424459,0.0002051014,0.0001602363,0.00005556886,0.0000630321,0.00008386005,0.0002921877],"category_scores_gemma":[0.0001224135,0.000158549,0.00007202939,0.0002220177,0.00004488293,0.0002639513,0.000047638,0.0001488531,0.0001851149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005862883,"about_ca_system_score_gemma":0.0000329414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007895636,"about_ca_topic_score_gemma":0.001340957,"domain_scores_codex":[0.9988081,0.000009834223,0.0003947467,0.000181585,0.0002165396,0.0003891667],"domain_scores_gemma":[0.9991313,0.0001179513,0.00007624453,0.0002665018,0.00006858515,0.0003394527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007953393,0.0004485567,0.4845858,0.0007663129,0.0002275794,0.0008417866,0.006648099,0.000005304852,0.008258137,0.005232104,0.3381177,0.1547891],"study_design_scores_gemma":[0.0006492638,0.0001225116,0.2985188,0.0001672568,0.00002690519,0.0005926592,0.0004648252,0.00008476365,0.003710462,0.00005543363,0.6954445,0.0001625933],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.940563,0.0004135651,0.002542631,0.01136683,0.0002284704,0.000629466,0.00008076161,0.0002486122,0.04392673],"genre_scores_gemma":[0.9760524,0.0001943937,0.002217302,0.01974182,0.0001468314,0.00002249422,0.00002409299,0.00003197175,0.001568696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3573268,"threshold_uncertainty_score":0.646544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01278142462969559,"score_gpt":0.2577285541433191,"score_spread":0.2449471295136235,"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."}}