{"id":"W6939914659","doi":"10.6084/m9.figshare.26628982","title":"Additional file 2 of Concordance between head and neck MRI and histopathology in detecting laryngeal subsite invasion among patients with laryngeal cancer","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Concordance; Histopathology; Head and neck; Larynx; Cancer; Laryngeal Neoplasm; Predictive value","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001655963,0.000911914,0.001232116,0.002053419,0.0007253509,0.001332204,0.001471604,0.001201131,0.7789885],"category_scores_gemma":[0.04434505,0.0004618678,0.0009603309,0.002626077,0.0002083518,0.001478957,0.0007671334,0.0008350254,0.06102014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009617626,"about_ca_system_score_gemma":0.001386155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006270535,"about_ca_topic_score_gemma":0.009443268,"domain_scores_codex":[0.9989263,0.0001739198,0.0002909605,0.0002764082,0.0001832354,0.0001491627],"domain_scores_gemma":[0.966369,0.0257408,0.003013026,0.001323095,0.003049774,0.0005042109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001151928,0.0002246452,0.02095276,0.005686069,0.0002223204,0.000176892,0.000114152,0.0005844028,0.0001582622,0.0007214594,0.9520846,0.01792248],"study_design_scores_gemma":[0.01850198,0.001146177,0.3256209,0.01667941,0.001390464,0.003239757,0.00167516,0.008609898,0.001776568,0.02000835,0.6009039,0.000447394],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0009528898,0.00003398022,0.0001993703,0.0001557565,0.00003558177,0.0001021462,0.9976844,0.0001153548,0.0007205436],"genre_scores_gemma":[0.04953088,0.000273274,0.004611799,0.001256657,0.0003586885,0.004915411,0.9244139,0.000571082,0.01406824],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7789885,"threshold_uncertainty_score":0.315246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01406261572583256,"score_gpt":0.2086224649434759,"score_spread":0.1945598492176433,"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."}}