{"id":"W2903812357","doi":"10.1002/hed.25532","title":"Preoperative assessment of CD44‐mediated depth of invasion as predictor of occult metastases in early oral squamous cell carcinoma","year":2018,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"China Scholarship Council","keywords":"Medicine; Occult; CD44; Biopsy; Radiology; Sentinel lymph node; Lymph node; Oncology; Cancer; Internal medicine; Pathology; Cell; Breast cancer","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":[0.0006662688,0.0003298928,0.0002821242,0.0005825034,0.0001823193,0.0004717168,0.0002589081,0.0003773085,0.001273111],"category_scores_gemma":[0.002923468,0.0001950185,0.0002849433,0.0005109454,0.0002665788,0.0003060601,0.0003591414,0.000434536,0.0001721453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002257727,"about_ca_system_score_gemma":0.0003848094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001422929,"about_ca_topic_score_gemma":0.002485162,"domain_scores_codex":[0.9998162,0.00004938887,0.00002266615,0.00002121468,0.0000548485,0.00003567987],"domain_scores_gemma":[0.998153,0.0007824194,0.0005084173,0.00007976797,0.0002153538,0.000260978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001436334,0.00001611445,0.9975987,0.000009547476,0.00001547384,0.00005135153,0.00000945398,0.0001122791,0.0004247809,0.000005442873,0.00002487286,0.001588354],"study_design_scores_gemma":[0.000006444825,0.0001661183,0.9966272,0.000009163859,0.00005886097,0.0004373617,0.00008036277,0.001934596,0.0005266287,0.00004315356,0.0001046165,0.000005557069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991671,0.0003543611,0.0001982886,0.00002833528,0.000004335041,0.000004419808,0.00005989312,0.000005000557,0.0001783632],"genre_scores_gemma":[0.9996988,0.00007846103,0.0001217705,0.000003796775,0.000003914448,0.000002766513,0.00004624929,8.566292e-7,0.00004340383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001422929,"threshold_uncertainty_score":0.00425905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03865030682286871,"score_gpt":0.3352931317174936,"score_spread":0.2966428248946249,"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."}}