{"id":"W4383899707","doi":"10.5935/2525-5711.20230219","title":"Surgical techniques for pleomorphic adenoma in the hard palate","year":2023,"lang":"en","type":"article","venue":"JORDI - Journal of Oral Diagnosis","topic":"Salivary Gland Tumors Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Pleomorphic adenoma; Hard palate; Medicine; Computer science; Surgery; Pathology; Salivary gland","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":[0.0002860975,0.0009690842,0.0003792919,0.00153165,0.001471269,0.0007251668,0.000650085,0.00114903,0.002708969],"category_scores_gemma":[0.0008948667,0.0004704112,0.0009623157,0.0005065075,0.0009874071,0.000963629,0.0008135507,0.001714685,0.001886312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001805607,"about_ca_system_score_gemma":0.0006659634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003311204,"about_ca_topic_score_gemma":0.0008098342,"domain_scores_codex":[0.9997113,0.00002944664,0.00004027159,0.00003824644,0.0001161664,0.00006452355],"domain_scores_gemma":[0.9995818,0.0001332665,0.000109489,0.00007135483,0.00002368059,0.00008041244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0003216736,0.0001963172,0.01810105,0.001222328,0.0001827345,0.7160883,0.00103381,0.0008987426,0.1566881,0.001622434,0.003496847,0.1001477],"study_design_scores_gemma":[0.00003739825,0.0001975624,0.007117296,0.00005914332,0.00004028757,0.9705072,0.0002603495,0.000316373,0.007006318,0.0004315421,0.01400646,0.00001999146],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8615281,0.03665706,0.06183796,0.003274276,0.001232599,0.0004331952,0.0003439635,0.001458565,0.03323419],"genre_scores_gemma":[0.9535908,0.01085498,0.02695085,0.001181406,0.0009592992,0.0001135603,0.0002304095,0.0001211345,0.005997619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002708969,"threshold_uncertainty_score":0.009062409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07057430268488116,"score_gpt":0.3482308734179784,"score_spread":0.2776565707330972,"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."}}