{"id":"W4220956991","doi":"10.1002/hed.27036","title":"Radiologic–pathologic correlation of major versus minor extranodal extension in oral cavity cancer","year":2022,"lang":"en","type":"article","venue":"Head & Neck","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Public Health Ontario; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Magnetic resonance imaging; Head and neck cancer; Cohort; Basal cell; Cancer; Neck dissection; Pathological; Radiology; Surgery; 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":[0.001659321,0.0002205233,0.0002404871,0.001105799,0.0001743747,0.000512005,0.0003392497,0.0003035485,0.001395187],"category_scores_gemma":[0.006234688,0.0001815579,0.0002343571,0.0005177744,0.0003244049,0.000402313,0.0004219195,0.0002522461,0.000178282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002564264,"about_ca_system_score_gemma":0.0002856432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001109992,"about_ca_topic_score_gemma":0.003420957,"domain_scores_codex":[0.9995403,0.0001189683,0.00008375462,0.00007497842,0.0001159215,0.00006604912],"domain_scores_gemma":[0.9962397,0.001321549,0.001509738,0.0001888764,0.0004501918,0.0002900294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009474561,0.000006831619,0.9985331,0.00001278111,0.00001997321,0.00005433166,0.00001172627,0.00002689987,0.0001629983,0.00000450734,0.00002784087,0.001044209],"study_design_scores_gemma":[0.000004432633,0.00006666675,0.9984596,0.00001191518,0.00003837202,0.0008229855,0.00009610847,0.0001505831,0.0001665052,0.00001450621,0.0001657252,0.000002697429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980786,0.000992447,0.00007553373,0.00002785693,0.000008849042,0.000009987997,0.0001441759,0.000002813877,0.0006598028],"genre_scores_gemma":[0.9996278,0.0001247523,0.00007135839,0.000008166043,0.00001045504,0.000003396444,0.0001111153,7.892388e-7,0.00004200712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001659321,"threshold_uncertainty_score":0.008775413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06363098113980613,"score_gpt":0.3475393193385117,"score_spread":0.2839083381987055,"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."}}