{"id":"W4413112218","doi":"10.1177/17103568251367701","title":"Shipboard Contact Dermatitis: An Understudied and Impactful Cause of Occupational Contact Dermatitis","year":2025,"lang":"en","type":"review","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Contact dermatitis; Dermatology; Immunology; Allergy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006163609,0.0006279249,0.001477509,0.002746564,0.0003668645,0.001522411,0.0005363487,0.001082292,0.003336021],"category_scores_gemma":[0.001502783,0.0002008545,0.0008100935,0.003000361,0.0004654681,0.001221764,0.0005768214,0.001169034,0.0008555994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005309372,"about_ca_system_score_gemma":0.001329196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001974714,"about_ca_topic_score_gemma":0.003259053,"domain_scores_codex":[0.9994012,0.0001095557,0.0001019099,0.0001196946,0.0002157154,0.00005191776],"domain_scores_gemma":[0.9986966,0.0007295461,0.0002326802,0.00003698145,0.0002536772,0.00005058445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007205025,0.00006227929,0.001518342,0.05337494,0.0002860736,0.000791264,0.0002073635,0.0002682552,0.001457512,0.002192893,0.02178124,0.9179879],"study_design_scores_gemma":[0.00001980354,0.0001518479,0.008801569,0.04325263,0.0009397648,0.01574099,0.0006039877,0.0001386203,0.0008379368,0.0026235,0.9268462,0.00004304512],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002452597,0.9986597,0.00006327702,0.0002042697,0.0001091659,0.000002564604,0.00001910601,0.000004184963,0.000692336],"genre_scores_gemma":[0.002501033,0.9967929,0.00007495845,0.0002071887,0.0001242159,0.000001973365,0.00002683765,0.000001403477,0.0002695098],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003336021,"threshold_uncertainty_score":0.01116008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06235602805991317,"score_gpt":0.3602546366513398,"score_spread":0.2978986085914266,"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."}}