{"id":"W4388426273","doi":"10.53011/jmro.2023.02.06","title":"The Outcomes of Intensity Modulated Radiotherapy versus Conventional 2D Radiotherapy in Patients with Oropharyngeal or Hypopharyngeal Squamous Cell Carcinoma. A Case-Control Study","year":2023,"lang":"en","type":"article","venue":"Journal of Medical and Radiation Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Mucositis; Radiation therapy; Stage (stratigraphy); Basal cell; Radiology; Head and neck squamous-cell carcinoma; Internal medicine; Surgery; Head and neck cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001025673,0.0003906351,0.0006743686,0.000817167,0.0006736231,0.0006084823,0.0006559482,0.0006951043,0.00124609],"category_scores_gemma":[0.001816627,0.0003475741,0.00110287,0.001016648,0.0004995322,0.0003664795,0.0003922222,0.000418742,0.0001650057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001246766,"about_ca_system_score_gemma":0.0005706071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007059275,"about_ca_topic_score_gemma":0.006937249,"domain_scores_codex":[0.9991335,0.0001756772,0.0001008831,0.0002706643,0.0001883743,0.0001308705],"domain_scores_gemma":[0.9989833,0.0002530212,0.0004572594,0.00007530544,0.0001074368,0.0001236177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00269217,0.000421625,0.992703,0.00009129747,0.0003152604,0.0004655214,0.0001819057,0.00004639677,0.0004519934,0.0000217865,0.00008887267,0.002520207],"study_design_scores_gemma":[0.0004180768,0.003427507,0.9930662,0.00002305241,0.0004012495,0.001301282,0.000357842,0.0002972831,0.0002409858,0.0000255524,0.0004206597,0.00002026281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991197,0.0005747069,0.00003779665,0.00001182656,0.000006348728,0.0000411177,0.00008530801,0.000001112578,0.0001220598],"genre_scores_gemma":[0.9994692,0.0001647401,0.00004735077,0.00002767739,0.0000192768,0.00003468485,0.0001568091,0.000001159559,0.0000789868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007059275,"threshold_uncertainty_score":0.01403636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02028619495602957,"score_gpt":0.3269594423816927,"score_spread":0.3066732474256631,"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."}}