{"id":"W2070053229","doi":"10.1002/lary.20185","title":"Diagnostic delay and disease stage in head and neck cancer: A systematic review","year":2009,"lang":"en","type":"review","venue":"The Laryngoscope","topic":"Cancer survivorship and care","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institutes of Health Research; Queen's University","funders":"","keywords":"Medicine; Head and neck cancer; Disease; Stage (stratigraphy); Association (psychology); Cancer; Population; Head and neck; Oncology; Audiology; Internal medicine; Surgery; Psychology; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005201417,0.000428482,0.003080389,0.00009223829,0.0000577606,0.00003931474,0.0001722376,0.000110184,0.00006437241],"category_scores_gemma":[0.000683813,0.0002410562,0.0002047979,0.0003825949,0.00007318681,0.00004969927,0.0000924147,0.000446984,0.00001917809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001342109,"about_ca_system_score_gemma":0.0004405311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00099322,"about_ca_topic_score_gemma":0.001571994,"domain_scores_codex":[0.9979466,0.0004094204,0.0006719641,0.0004102653,0.0002629132,0.0002988655],"domain_scores_gemma":[0.9981426,0.0005660535,0.0002512607,0.000660951,0.00003507592,0.0003440726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001173643,0.00002718067,0.0001123391,0.9417787,0.00007778805,0.0002358993,0.00008937424,2.988381e-8,7.941125e-9,0.00004036339,0.0005507201,0.05707591],"study_design_scores_gemma":[0.000223051,0.00006174745,0.0001463251,0.7264369,0.004917187,0.00006779982,0.00001019865,0.000001666093,9.842427e-9,0.00001163245,0.2679338,0.0001896907],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001600033,0.9930941,0.000001282608,0.0009869918,0.0001133779,0.005259123,0.0001254857,0.0000323485,0.0002273094],"genre_scores_gemma":[0.00008271114,0.9945281,0.00000358764,0.002980093,0.0001125214,0.001135976,0.00005638325,0.00004887398,0.00105181],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2673831,"threshold_uncertainty_score":0.9829987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03182778623158555,"score_gpt":0.3476195608240102,"score_spread":0.3157917745924246,"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."}}