{"id":"W7133231111","doi":"10.2310/derm.1.2005.2075","title":"THE ROLE OF MENTORING IN THE FIELD OF CONTACT DERMATITIS","year":2005,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Contact dermatitis; Patch testing; MEDLINE","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":[0.006152315,0.0002900541,0.0003130229,0.0006288898,0.002290881,0.003651053,0.0008086844,0.002265115,0.007584394],"category_scores_gemma":[0.01224472,0.0000946489,0.0003761266,0.0004434152,0.00308924,0.002492231,0.001911873,0.002443268,0.0005685483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0012633,"about_ca_system_score_gemma":0.002879787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001783877,"about_ca_topic_score_gemma":0.004892288,"domain_scores_codex":[0.9948532,0.003980579,0.00009593109,0.0001174833,0.0005176453,0.0004351497],"domain_scores_gemma":[0.978407,0.01408735,0.001026279,0.0006235249,0.001749969,0.004105929],"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":[0.0003491237,0.0007098109,0.01520289,0.001604956,0.00006230582,0.002113653,0.01019314,0.0002741485,0.001632736,0.02437572,0.03466219,0.9088194],"study_design_scores_gemma":[0.0002685883,0.002953994,0.08472046,0.007486338,0.0001724433,0.02211448,0.05436596,0.001416647,0.002512241,0.07961979,0.7441683,0.0002007398],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1645255,0.2676609,0.005447332,0.3396492,0.007989981,0.000093959,0.00006018981,0.0001404267,0.2144323],"genre_scores_gemma":[0.8690373,0.1014993,0.003225303,0.00734441,0.005309395,0.00005952566,0.00001853157,0.00002736631,0.01347884],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.007584394,"threshold_uncertainty_score":0.03253692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007754180892788251,"score_gpt":0.2577232067818374,"score_spread":0.2499690258890492,"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."}}