{"id":"W4414188709","doi":"10.1002/wjo2.70060","title":"Time to Measure: A Proposed Theoretical Model for Head and Neck Cancer Intervals of Care","year":2025,"lang":"en","type":"article","venue":"World Journal of Otorhinolaryngology - Head and Neck Surgery","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Head and neck cancer; Patient care; Focus (optics); Health care; Cancer; Head and neck","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":[0.01476183,0.001766031,0.001052676,0.00390622,0.002063981,0.005571732,0.004168322,0.003368344,0.02052427],"category_scores_gemma":[0.05837016,0.0008347995,0.002871207,0.003452669,0.005890455,0.01037465,0.003941258,0.004866138,0.002070898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009687928,"about_ca_system_score_gemma":0.01094488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0147533,"about_ca_topic_score_gemma":0.007660983,"domain_scores_codex":[0.9896879,0.005658397,0.0005192699,0.00191649,0.001212909,0.001005088],"domain_scores_gemma":[0.9545164,0.03416856,0.005079667,0.001375314,0.003295928,0.00156405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009939216,0.0002004601,0.007867813,0.0003057091,0.00008535386,0.0001525833,0.002668136,0.01270327,0.0001113842,0.9524983,0.001952725,0.02135484],"study_design_scores_gemma":[0.0002725183,0.00071433,0.009968339,0.0006558168,0.0002806509,0.0005941441,0.003941077,0.08532497,0.0002153434,0.8767648,0.0211373,0.0001306331],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05623529,0.002709573,0.8013416,0.03913404,0.001129398,0.001806567,0.00167597,0.000480981,0.09548661],"genre_scores_gemma":[0.8243853,0.002013211,0.155616,0.002444734,0.0004515513,0.003695789,0.0007157948,0.0001025845,0.01057499],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02052427,"threshold_uncertainty_score":0.07806897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02661330797774549,"score_gpt":0.3134710665469704,"score_spread":0.286857758569225,"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."}}