{"id":"W4366581727","doi":"10.3390/jcm12082979","title":"Re-Irradiation for Recurrent Head and Neck Cancer: Freedom from Cancer Recurrence Rate","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"King Hussein Cancer Center","keywords":"Medicine; Clinical endpoint; Head and neck cancer; Retrospective cohort study; Cancer; Surgery; Internal medicine; Cohort; Oncology; Clinical trial","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":[0.001191133,0.0001535369,0.0005129923,0.0006864197,0.0001550987,0.0004796306,0.000283518,0.0003191686,0.001028483],"category_scores_gemma":[0.002421027,0.00009180679,0.0008395888,0.0004978183,0.0001919165,0.0003472856,0.0002499457,0.0002834039,0.0003169813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003396594,"about_ca_system_score_gemma":0.0001760871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009315415,"about_ca_topic_score_gemma":0.001660289,"domain_scores_codex":[0.9994857,0.0001301879,0.00008148808,0.0001060306,0.0001266445,0.00006988495],"domain_scores_gemma":[0.9982427,0.0005130269,0.0008344623,0.0001927241,0.0001196795,0.00009742194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001083665,0.00005067328,0.9594702,0.0001203007,0.0004267588,0.0005398046,0.0001134325,0.0005721973,0.00182063,0.00004612051,0.0003770726,0.03537912],"study_design_scores_gemma":[0.00002523718,0.000658017,0.9915997,0.00002743905,0.0004879192,0.003599489,0.00008263376,0.0005706772,0.001568047,0.00006299072,0.001304412,0.00001345497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928266,0.004929357,0.0005268712,0.00004429282,0.00001205452,0.00001674428,0.0006275449,0.00001773049,0.000998838],"genre_scores_gemma":[0.9987729,0.0003782635,0.00006801516,0.0000194904,0.00001330483,0.000007928384,0.0005399237,0.00000584609,0.000194275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001191133,"threshold_uncertainty_score":0.006299436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1900712954872736,"score_gpt":0.5023775928533405,"score_spread":0.3123062973660669,"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."}}