{"id":"W4400041574","doi":"10.58931/cwht.2024.1212","title":"The Three Lichens: A Generalist Approach to Vulvar Skin Conditions","year":2024,"lang":"en","type":"article","venue":"Canadian Women s Health Today","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Lichen; Generalist and specialist species; Dermatology; Medicine; Biology; Ecology; Habitat","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007610911,0.000553171,0.0007441069,0.001093439,0.004490115,0.001933129,0.001140497,0.002531474,0.019515],"category_scores_gemma":[0.00150356,0.0003409609,0.000606071,0.0005811288,0.001848568,0.001807172,0.003340355,0.004991933,0.002796539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003814345,"about_ca_system_score_gemma":0.008924521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05760795,"about_ca_topic_score_gemma":0.2372934,"domain_scores_codex":[0.9992676,0.0001141086,0.00004643836,0.00009080109,0.0002283854,0.0002526801],"domain_scores_gemma":[0.9987275,0.00006677379,0.00005138449,0.00004142716,0.0002954715,0.0008173533],"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":[0.000142005,0.001422319,0.04498103,0.0009238721,0.00007168684,0.03893367,0.006155442,0.0004387875,0.004964935,0.005548215,0.3985171,0.4979009],"study_design_scores_gemma":[0.0002236111,0.001213343,0.130004,0.003453287,0.0001545983,0.1824725,0.02810528,0.0009885015,0.0008489481,0.01849539,0.6338195,0.0002209745],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1094963,0.03847837,0.01848882,0.4702253,0.008950738,0.001263983,0.0002733854,0.001595521,0.3512278],"genre_scores_gemma":[0.499627,0.07003308,0.03326062,0.2215064,0.01572866,0.0003694833,0.0004427261,0.0004663156,0.1585657],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05760795,"threshold_uncertainty_score":0.1145453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02177945617179885,"score_gpt":0.2974690631698798,"score_spread":0.2756896069980809,"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."}}