{"id":"W3021947760","doi":"10.3332/ecancer.2013.374","title":"ecancermedicalscience","year":2016,"lang":"en","type":"paratext","venue":"ecancermedicalscience","topic":"","field":"","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Trigeminal nerve; Malignancy; Facial nerve; Perineural invasion; Concomitant; Magnetic resonance imaging; Facial weakness; Head and neck; Weakness; Biopsy; Radiology; Anatomy; Surgery; Pathology; Cancer; Internal medicine","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":["metaepi_narrow","sts","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003394073,0.001361352,0.001703459,0.0008993699,0.0009160167,0.0003040415,0.007138215,0.001208718,0.23017],"category_scores_gemma":[0.002623726,0.000946199,0.0004665442,0.003464316,0.01364653,0.0008872731,0.001252907,0.001782527,0.5454296],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002443557,"about_ca_system_score_gemma":0.009963027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001789524,"about_ca_topic_score_gemma":0.00007002758,"domain_scores_codex":[0.9840645,0.0003963488,0.001633372,0.003664423,0.006649564,0.003591764],"domain_scores_gemma":[0.9922689,0.0008644999,0.001315295,0.002627149,0.0005113369,0.002412796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002674322,0.00008039323,0.00001898804,0.0001224762,0.00002665683,0.00004326299,0.0001074946,0.000009560761,0.002569145,0.0004369511,0.9500133,0.04654503],"study_design_scores_gemma":[0.0008100829,0.0001430053,0.0001753475,0.002033726,0.00003992085,0.00007037516,0.00002195756,0.0001759467,0.001125529,0.0007304202,0.9932321,0.001441553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002411125,0.008430248,0.008554194,0.004621576,0.03567455,0.001134124,0.002430008,0.0005815948,0.9383326],"genre_scores_gemma":[0.01525423,0.009903346,0.0008670131,0.005187331,0.01190657,0.0009014147,0.0001408584,0.0004747479,0.9553645],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3152595,"threshold_uncertainty_score":0.9999138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01711867082040993,"score_gpt":0.3265300120936443,"score_spread":0.3094113412732344,"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."}}