{"id":"W7095684661","doi":"","title":"Squamous Cell Carcinoma of the Head and","year":2015,"lang":"en","type":"article","venue":"","topic":"Cognitive Science and Education Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Head and neck; Basal cell; Head and neck cancer; Head and neck squamous-cell carcinoma; Retrospective cohort study; Statistical analysis; Cancer; Prospective cohort study; Stage (stratigraphy)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001423302,0.00002271249,0.00002642208,0.00002244384,0.00004688312,0.00001490024,0.0001279668,0.000007838188,0.00007146967],"category_scores_gemma":[0.000458422,0.00001283566,0.000009612659,0.0002070228,0.0001699687,0.00005358687,0.00007213232,0.00003654024,0.00003250011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005729588,"about_ca_system_score_gemma":0.0001127323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001271514,"about_ca_topic_score_gemma":0.00001603916,"domain_scores_codex":[0.9995281,0.00004450168,0.0000436869,0.0001010041,0.000191932,0.0000907642],"domain_scores_gemma":[0.9996778,0.00009567354,0.00001246363,0.00010012,0.00004969308,0.00006419344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002360706,0.0002774402,0.3129056,0.00002174909,1.744243e-7,0.000002579912,0.004665541,0.000003810472,0.6524347,0.004058534,0.01674942,0.008856916],"study_design_scores_gemma":[0.0001759789,0.00006007733,0.08127207,8.517382e-7,5.915293e-7,0.000003958996,0.0009741354,0.0001603405,0.9151908,0.0005444321,0.00158791,0.00002881816],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9123614,0.00001292182,0.000008688671,0.001212464,0.00008293802,0.00006236829,9.635328e-7,0.000003332827,0.08625489],"genre_scores_gemma":[0.9923109,8.195088e-7,0.00001130064,0.0004467834,0.00001042664,0.000002006888,2.610959e-8,0.000001207787,0.007216549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2627562,"threshold_uncertainty_score":0.07825428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1584710697525902,"score_gpt":0.3657279678763213,"score_spread":0.207256898123731,"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."}}