{"id":"W4238107536","doi":"10.3410/f.737576589.793572568","title":"Faculty Opinions recommendation of Psychological disorders and oral lichen planus: A systematic review.","year":2020,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Oral lichen planus; Lichen; Systematic review; Psychology; Medicine; Dermatology; Clinical psychology; MEDLINE; Biology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008539352,0.001487379,0.004781433,0.009334335,0.001106415,0.003972096,0.003452401,0.002525443,0.2243303],"category_scores_gemma":[0.08774264,0.001443856,0.004742541,0.01392299,0.0004507478,0.003024588,0.003425081,0.001834951,0.02875358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003622814,"about_ca_system_score_gemma":0.01925997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03462062,"about_ca_topic_score_gemma":0.08191246,"domain_scores_codex":[0.9911239,0.002149804,0.003515543,0.0009650058,0.001707154,0.0005385607],"domain_scores_gemma":[0.9483939,0.02064012,0.01024459,0.003725787,0.01499898,0.001996586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005081746,0.00002790041,0.002588996,0.1218506,0.001385746,0.00002875358,0.0000646667,0.0001013502,0.0001811826,0.0006476634,0.8618014,0.01081354],"study_design_scores_gemma":[0.01015506,0.0001355928,0.02711056,0.08398926,0.00642439,0.0001635168,0.0002555805,0.0004839979,0.000412449,0.002450343,0.8682275,0.0001917257],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001646029,0.001261545,0.0001022889,0.0006451518,0.00008473396,0.0006132763,0.9956747,0.00009812294,0.001355486],"genre_scores_gemma":[0.007899721,0.008063742,0.004932422,0.002629014,0.000219539,0.01836206,0.9504802,0.0003602599,0.007053073],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2243303,"threshold_uncertainty_score":0.7504596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05013356539483004,"score_gpt":0.4161912479155827,"score_spread":0.3660576825207526,"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."}}