{"id":"W4392381005","doi":"10.1001/jama.2023.25945","title":"A Patient With Oral Discomfort and Reduced Oral Aperture","year":2024,"lang":"en","type":"article","venue":"JAMA","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Areca; Oral mucosa; Buccal mucosa; Oral submucous fibrosis; Buccal administration; Dentistry; Biopsy; Dermatology; Oral cavity; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002579774,0.0009778305,0.0008567668,0.001107386,0.001817656,0.000837204,0.0005288225,0.003294637,0.005245309],"category_scores_gemma":[0.002417488,0.0004661566,0.0006738208,0.001032006,0.0007549062,0.001188007,0.0006026794,0.002292293,0.001583517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006684443,"about_ca_system_score_gemma":0.0005628383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001449652,"about_ca_topic_score_gemma":0.002710085,"domain_scores_codex":[0.9996613,0.00003083291,0.0000319895,0.0000744121,0.00007013233,0.0001313338],"domain_scores_gemma":[0.999491,0.000110317,0.00008853055,0.00003443905,0.00004839277,0.0002273847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00006933197,0.0001006923,0.01105508,0.00007297665,0.00001548758,0.9731053,0.0002355369,0.00006950762,0.001095393,0.0004751184,0.004557417,0.009148201],"study_design_scores_gemma":[0.00001796638,0.00009169229,0.005392719,0.00005502564,0.00001097115,0.9912224,0.0001696002,0.00007667603,0.0001421272,0.0003352099,0.002474483,0.00001113373],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7623844,0.0317401,0.004842558,0.04835815,0.004009571,0.0003311596,0.0005654882,0.0005641674,0.1472044],"genre_scores_gemma":[0.9710961,0.005337654,0.00140097,0.01090559,0.001301344,0.0000277103,0.0001501609,0.00003930645,0.009741212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005245309,"threshold_uncertainty_score":0.01754725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01764940003783897,"score_gpt":0.3076157944560876,"score_spread":0.2899663944182486,"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."}}