{"id":"W4399675744","doi":"10.1002/lary.31578","title":"Radiology–Pathology Concordance and Prognostication of Nodal Features in <scp>pN</scp>+ Oral Cavity Cancer","year":2024,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Concordance; NODAL; Nuclear medicine; Lymph node; Cancer; Kappa; 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":[0.002101283,0.0002153946,0.0002395566,0.001339988,0.0002363505,0.0006522795,0.000383766,0.0003327489,0.001252299],"category_scores_gemma":[0.006311929,0.0001620849,0.0002534022,0.000650041,0.0004042972,0.0003580398,0.0006222418,0.0001781733,0.000272621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002623043,"about_ca_system_score_gemma":0.0002114115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001631286,"about_ca_topic_score_gemma":0.002471036,"domain_scores_codex":[0.9990022,0.0002930361,0.0001695765,0.0002144129,0.0002278397,0.0000929756],"domain_scores_gemma":[0.9943349,0.002128542,0.002019727,0.0004703725,0.0007602096,0.0002863677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008843975,0.000004285198,0.9979033,0.00001040806,0.00001593636,0.00005745957,0.0000277035,0.00006371384,0.0002773011,0.000004508292,0.00003033473,0.001516642],"study_design_scores_gemma":[0.000003094014,0.00005723836,0.9981455,0.000006018047,0.00002946662,0.0007552468,0.0000874026,0.0003893328,0.0003514552,0.00002153315,0.0001509526,0.000002781424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988506,0.0002603269,0.0001501321,0.00001488995,0.000005939877,0.000004915908,0.0001394594,0.00000502384,0.0005686924],"genre_scores_gemma":[0.9996533,0.00004626462,0.00008250344,0.00000298695,0.000007152526,0.000002394156,0.0001586183,0.000001544828,0.00004531628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002101283,"threshold_uncertainty_score":0.01111281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01798770647875994,"score_gpt":0.3216317435321318,"score_spread":0.3036440370533719,"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."}}