{"id":"W2921890845","doi":"10.1016/j.ijom.2019.02.015","title":"Delays in oral cavity cancer","year":2019,"lang":"en","type":"review","venue":"International Journal of Oral and Maxillofacial Surgery","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Oral cavity; Cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004540519,0.0002538351,0.002146488,0.0005042214,0.00002242167,0.00003035913,0.0001310869,0.0001756314,0.0001548819],"category_scores_gemma":[0.0001477302,0.0001747328,0.0006074726,0.0001564772,0.00006252209,0.0001461178,0.0000833278,0.0004660598,0.00001305429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002969875,"about_ca_system_score_gemma":0.0008682354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006857279,"about_ca_topic_score_gemma":0.00008096438,"domain_scores_codex":[0.998178,0.0000439251,0.0009004537,0.0001830934,0.0004862026,0.0002083051],"domain_scores_gemma":[0.9989162,0.0000670677,0.0005162202,0.00007197246,0.0003028818,0.0001256561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001473034,0.00007327923,0.00908835,0.001105686,0.000497821,0.0006863658,0.000037034,3.3775e-7,8.856588e-7,0.00001913867,0.0009571369,0.9873866],"study_design_scores_gemma":[0.0004127035,0.00006087776,0.00275321,0.007980826,0.0003558045,0.0006643321,0.000009972728,0.000001357268,9.794056e-7,0.00002249471,0.9875726,0.000164894],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003711295,0.9913236,0.000003360008,0.000581823,0.003772077,0.0001598288,0.00007167651,0.000005679109,0.0003706828],"genre_scores_gemma":[0.0005011703,0.9985459,0.00004020255,0.0002544007,0.0002467601,0.000009763998,0.00001668607,0.00002174675,0.0003633297],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9872218,"threshold_uncertainty_score":0.7125396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1380949062548402,"score_gpt":0.4202842624996618,"score_spread":0.2821893562448216,"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."}}