{"id":"W2045353770","doi":"10.5770/cgj.17.101","title":"Compliance to Therapy—Elderly Head and Neck Carcinoma Patients","year":2014,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Radiation therapy; Head and neck cancer; Stage (stratigraphy); Geriatric oncology; Cancer; Malignancy; Compliance (psychology); Surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001610071,0.0001313173,0.0002790717,0.0002346572,0.0003014957,0.00006082513,0.00008043341,0.00005695256,0.00005454964],"category_scores_gemma":[0.0001099841,0.0001134407,0.00004777625,0.0002251316,0.00002729967,0.00005254093,0.00001356637,0.000225401,0.00003108203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002283708,"about_ca_system_score_gemma":0.0003949557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005664698,"about_ca_topic_score_gemma":0.01429797,"domain_scores_codex":[0.9989955,0.00002970898,0.0002067549,0.0001707907,0.0001762013,0.0004209936],"domain_scores_gemma":[0.9981888,0.00002505509,0.00005213247,0.0001400031,0.0002295048,0.00136454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008373637,0.00002913328,0.7457244,0.00002756495,0.0000313143,0.00005062097,0.0007835643,0.000001368356,0.0000433875,0.00005576126,0.0413642,0.2118049],"study_design_scores_gemma":[0.001809324,0.001108563,0.7540945,0.00005260254,0.00001324771,0.00008944688,0.00003196099,0.00002059272,0.00001545888,0.00005683074,0.2425865,0.0001209733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883745,0.001591289,0.00004868713,0.004393892,0.000587088,0.0001834876,0.00001323473,0.000009028612,0.004798797],"genre_scores_gemma":[0.9933358,0.0002955983,0.000658089,0.004820474,0.0005958356,0.000004402755,0.000002826647,0.00001955993,0.000267375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2116839,"threshold_uncertainty_score":0.8563367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03579158532707836,"score_gpt":0.2784935140193257,"score_spread":0.2427019286922474,"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."}}