{"id":"W2111851773","doi":"10.1016/j.clon.2012.08.007","title":"Evidence-based Guideline Recommendations on the Use of Positron Emission Tomography Imaging in Head and Neck Cancer","year":2012,"lang":"en","type":"review","venue":"Clinical Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":false,"ca_institutions":"Victoria Hospital; McMaster University; London Health Sciences Centre; Cancer Care Ontario; Western University","funders":"Cancer Care Ontario","keywords":"Medicine; Guideline; Positron emission tomography; Head and neck cancer; Systematic review; MEDLINE; Evidence-based medicine; Head and neck; Head and neck squamous-cell carcinoma; Medical physics; Radiology; Radiation therapy; Surgery; Pathology; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001698663,0.0002499899,0.002363459,0.0001867732,0.0000628582,0.000005934251,0.0001149224,0.0003293885,0.0001567461],"category_scores_gemma":[0.002096099,0.0001394543,0.0004241488,0.000324818,0.0002843869,0.00006032786,0.00009800225,0.0008456638,0.000005175104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000208164,"about_ca_system_score_gemma":0.0009688371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002308049,"about_ca_topic_score_gemma":0.0001860035,"domain_scores_codex":[0.9965546,0.0008736306,0.001785467,0.0003713218,0.0001386896,0.0002763656],"domain_scores_gemma":[0.990478,0.008241926,0.0006097764,0.0003721165,0.0001284172,0.0001697821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001532706,0.0003614902,0.01465994,0.001083108,0.00006970837,0.000006281112,0.00001959017,1.915679e-7,7.149234e-7,0.00001251301,0.02607722,0.9575559],"study_design_scores_gemma":[0.000749196,0.0009866476,0.004371323,0.04109228,0.0008996777,0.000005818133,0.000007509706,0.00002457311,8.108488e-7,0.000005149487,0.9517424,0.0001146543],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008812924,0.964489,0.00000720913,0.03288199,0.0006854735,0.000818891,0.00002686863,0.00001438052,0.0001948957],"genre_scores_gemma":[0.00030854,0.9921469,0.0009396566,0.005807433,0.0004804019,0.0001646754,0.00003448289,0.00002441565,0.00009348633],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9574413,"threshold_uncertainty_score":0.5686782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5909017297946889,"score_gpt":0.5753214759193283,"score_spread":0.01558025387536066,"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."}}