{"id":"W2771199070","doi":"10.4317/medoral.21999","title":"Oral cancer: A multicenter study","year":2017,"lang":"es","type":"article","venue":"Medicina oral, patología oral y cirugía bucal","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":294,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Tongue; Cancer; Mucoepidermoid carcinoma; Alveolar mucosa; Oral mucosa; Biopsy; Lesion; Maxilla; Hard palate; Carcinoma; Pathology; Dentistry; Internal medicine","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":[0.002510829,0.0005241383,0.0007976894,0.002032803,0.001607793,0.001344928,0.0006158996,0.0007455034,0.004887066],"category_scores_gemma":[0.002558934,0.0005766722,0.00080479,0.003901475,0.0003799894,0.001230616,0.00125868,0.0005580423,0.001239115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001049992,"about_ca_system_score_gemma":0.001659575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004680523,"about_ca_topic_score_gemma":0.004973538,"domain_scores_codex":[0.9981714,0.000503025,0.0002860159,0.0004365706,0.0003050689,0.0002977605],"domain_scores_gemma":[0.9979022,0.0001690757,0.0009155023,0.0001794311,0.0004464675,0.0003873414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003804595,0.0001933327,0.9952047,0.0001651333,0.0001104326,0.0002021789,0.0002518435,0.0000123098,0.0001337116,0.00005814345,0.0006656568,0.002622056],"study_design_scores_gemma":[0.0001839045,0.0007987755,0.9912044,0.0001913218,0.0002333605,0.001254777,0.001892144,0.00009445157,0.00006988427,0.00006677433,0.003995064,0.00001516169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890611,0.002647679,0.0003029579,0.0002502037,0.00004189042,0.0007987992,0.004657877,0.00001291579,0.002226527],"genre_scores_gemma":[0.9896736,0.001821403,0.0007789025,0.0004493477,0.0001396911,0.001399365,0.004892434,0.00001417671,0.0008310005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004887066,"threshold_uncertainty_score":0.0163489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06694332079674846,"score_gpt":0.3941070464554023,"score_spread":0.3271637256586539,"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."}}