{"id":"W2924403259","doi":"10.1371/journal.pone.0213934","title":"Bone metastases from head and neck malignancies: Prognostic factors and skeletal-related events","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Internal medicine; Hazard ratio; Oncology; Head and neck cancer; Nasopharyngeal carcinoma; Radiation therapy; Retrospective cohort study; Confidence interval; Proportional hazards model; Prospective cohort study","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":[0.0006637211,0.0002178599,0.0003144601,0.0005379728,0.000240625,0.0003227967,0.0002650741,0.0002629115,0.001061745],"category_scores_gemma":[0.001255174,0.0001582976,0.0003527252,0.0008479172,0.0002015571,0.0002231239,0.0002597675,0.0002419157,0.000165107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002674765,"about_ca_system_score_gemma":0.0003341094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002603989,"about_ca_topic_score_gemma":0.003294216,"domain_scores_codex":[0.9997181,0.00008128827,0.00003127809,0.00006219182,0.00005878227,0.00004835864],"domain_scores_gemma":[0.9990683,0.0001730181,0.0004911535,0.00005611687,0.0000838881,0.0001275968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000174934,0.0000110658,0.9987135,0.000009444564,0.00003498445,0.00006889311,0.000006726368,0.00003754902,0.0001724854,0.000004553733,0.0000328026,0.0007330969],"study_design_scores_gemma":[0.00001321306,0.0001391555,0.9989348,0.000003230864,0.00003529196,0.000517984,0.0000281262,0.00008405923,0.00008325605,0.000008790335,0.0001500145,0.000002117652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988319,0.0005017666,0.00007333685,0.00001516746,0.00000242929,0.00001164942,0.0004024996,0.000001797969,0.0001595817],"genre_scores_gemma":[0.9991422,0.0001172725,0.0000668191,0.00001096872,0.00001176851,0.00001283799,0.0005864535,8.608263e-7,0.00005068526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002603989,"threshold_uncertainty_score":0.005177677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03878580490859691,"score_gpt":0.2592075036375605,"score_spread":0.2204216987289636,"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."}}