{"id":"W4366597944","doi":"10.3390/curroncol30040327","title":"Clinicopathological Characteristics, Treatment Patterns, and Outcomes in Patients with Laryngeal Cancer","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Scientific and Technological Development, Higher Education and Information Society","keywords":"Medicine; Cancer; Internal medicine; Bioinformatics; Oncology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004757114,0.0001313542,0.0002039226,0.0004593087,0.0003338178,0.0003095041,0.0001497316,0.0002477045,0.0009748998],"category_scores_gemma":[0.001481079,0.0001005922,0.0002014343,0.0006131539,0.0002490995,0.0003209876,0.0001934821,0.0002093095,0.0002108768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000282207,"about_ca_system_score_gemma":0.0004034521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001168267,"about_ca_topic_score_gemma":0.002430031,"domain_scores_codex":[0.9997776,0.00005574564,0.00004021189,0.0000359515,0.00004903217,0.00004151531],"domain_scores_gemma":[0.9992244,0.0001868114,0.0003693375,0.00003890183,0.00007262367,0.0001078447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004087112,0.000007462674,0.9987082,0.000004569373,0.000006434166,0.0001338655,0.00001548765,0.00003508009,0.0001280221,0.000004563572,0.00005045914,0.0008648548],"study_design_scores_gemma":[0.000005449721,0.0001010721,0.996709,0.000006408359,0.00002052798,0.002374923,0.0001592817,0.0001500862,0.0001183553,0.00003045567,0.0003209742,0.000003396618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998744,0.0004966566,0.00008747762,0.00005602274,0.000004265692,0.000006572432,0.0001945429,0.000003709881,0.0004068494],"genre_scores_gemma":[0.999534,0.00009125933,0.00005646574,0.00001752263,0.000006952837,0.000007128874,0.000222398,0.000001267983,0.0000631557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001168267,"threshold_uncertainty_score":0.003261328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1381985153281975,"score_gpt":0.4484926778397755,"score_spread":0.310294162511578,"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."}}