{"id":"W1997833410","doi":"10.1097/mlg.0b013e318173dc4a","title":"The Natural History of Patients With Squamous Cell Carcinoma of the Hypopharynx","year":2008,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":267,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Queen's University","funders":"","keywords":"Natural history; Basal cell; Medicine; Oncology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001045652,0.0001123781,0.0002545212,0.00001577055,0.0001728772,0.000001049818,0.0002282619,0.00002618366,0.00002131189],"category_scores_gemma":[0.00004030199,0.00004110578,0.00008031633,0.0001167347,0.0005335585,0.00002702892,0.00008644533,0.00019634,0.000004982473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000104068,"about_ca_system_score_gemma":0.0002450534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002348472,"about_ca_topic_score_gemma":0.00005531075,"domain_scores_codex":[0.9991139,0.00006569846,0.0001920133,0.0001096823,0.0003382323,0.0001804603],"domain_scores_gemma":[0.9991163,0.0001368895,0.0001332393,0.0004503057,0.0001326328,0.0000306557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002522642,0.000663518,0.831392,0.0003278805,0.0001399736,0.00002023661,0.01440766,0.000003635028,0.00538317,0.0001284156,0.1431726,0.001838254],"study_design_scores_gemma":[0.001891453,0.0005309187,0.958415,0.00003769154,0.00008566338,0.000006509063,0.0001147225,0.00001050753,0.006274673,0.000005850874,0.03255862,0.00006841189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730737,0.01354404,2.85375e-7,0.0007217386,0.000415702,0.0003621522,0.000007415593,0.000009216767,0.01186571],"genre_scores_gemma":[0.9920458,0.0001122479,0.00001464981,0.0004892042,0.0000550764,0.00001152705,0.000001923926,0.00001497338,0.007254641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1270229,"threshold_uncertainty_score":0.1965919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01240272417098432,"score_gpt":0.2111274961203894,"score_spread":0.198724771949405,"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."}}