{"id":"W2978392529","doi":"10.1093/annonc/mdz252.041","title":"Pathologic staging changes in oral cavity squamous cell carcinoma: Stage migration and implications for adjuvant treatment","year":2019,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Stage (stratigraphy); Basal cell; Oral cavity; Adjuvant; Oncology; Carcinoma; Pathology; Dentistry","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":[0.0008534811,0.0001844172,0.0001733819,0.0008914367,0.0004909966,0.0006507746,0.0002936835,0.0001940329,0.001662835],"category_scores_gemma":[0.003417248,0.0001100821,0.0002301889,0.00105069,0.0004356624,0.0007122158,0.0004008581,0.0002760826,0.0001889114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006243876,"about_ca_system_score_gemma":0.0007569384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007652331,"about_ca_topic_score_gemma":0.02050791,"domain_scores_codex":[0.9997628,0.00007777654,0.00002358777,0.00002221257,0.00005012731,0.00006337243],"domain_scores_gemma":[0.9993376,0.0001873157,0.0001827535,0.00003304649,0.0001509216,0.0001083667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000369253,0.00003755323,0.9785362,0.00002077727,0.00001478578,0.000153737,0.0003212875,0.0000896262,0.0007532556,0.000118945,0.0002424326,0.01934221],"study_design_scores_gemma":[0.00000734908,0.0001495253,0.9970573,0.00001659576,0.00002988146,0.0002070369,0.001188485,0.0002459045,0.000217478,0.0001035759,0.0007730546,0.000003816134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964609,0.0009530059,0.0001176487,0.0002162393,0.00004155792,0.00001045092,0.00009683334,0.000003189726,0.002100129],"genre_scores_gemma":[0.9988074,0.0004601511,0.0001404658,0.00002403166,0.000027406,0.00000582481,0.00007914881,0.000002295632,0.000453329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007652331,"threshold_uncertainty_score":0.01521558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1207078024011228,"score_gpt":0.4045102476115195,"score_spread":0.2838024452103967,"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."}}