{"id":"W4388945050","doi":"10.3390/curroncol30120733","title":"Impact of a Multidisciplinary Head and Neck Tumor Board on Treatment and Survival in Laryngeal Carcinoma","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Radiation therapy; Head and neck cancer; Head and neck; Oncology; Carcinoma; Internal medicine; Cancer; Overall survival; Surgery; Stage (stratigraphy)","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":[0.0009647323,0.00008732195,0.0001709932,0.0003591106,0.0003037349,0.0003752641,0.0002345874,0.0002125851,0.001489197],"category_scores_gemma":[0.002472288,0.00006549311,0.0003011005,0.0003002085,0.0001714685,0.0002659147,0.0005839496,0.0002503772,0.0000910826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007831223,"about_ca_system_score_gemma":0.0008015877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001658077,"about_ca_topic_score_gemma":0.004560826,"domain_scores_codex":[0.9992388,0.0003001634,0.00007472605,0.00007708392,0.0001647747,0.0001444388],"domain_scores_gemma":[0.9978515,0.0005574534,0.0009144925,0.00005046247,0.00009852277,0.0005275825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005167466,0.0001385626,0.9747459,0.00005579288,0.00005762842,0.000130745,0.00008546774,0.0002553385,0.0006172721,0.00002108731,0.0002303271,0.02314514],"study_design_scores_gemma":[0.00001160725,0.0004047682,0.9984634,0.0000175101,0.00003393415,0.000256216,0.0001507276,0.0001301341,0.0001492024,0.00001227536,0.0003679983,0.000002290834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977676,0.001363883,0.00008360831,0.0001177851,0.00001570879,0.00001134325,0.00006112861,0.000003553192,0.000575436],"genre_scores_gemma":[0.9993979,0.0002533353,0.00009292075,0.00003245411,0.00001962278,0.00001224246,0.00009854717,0.000001466029,0.00009151889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001658077,"threshold_uncertainty_score":0.005681932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1326928903485657,"score_gpt":0.4533485743710978,"score_spread":0.3206556840225321,"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."}}