{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005697868,0.0006558163,0.000350199,0.001112295,0.0006349016,0.002015317,0.0005885681,0.002065882,0.618787],"category_scores_gemma":[0.003889408,0.0002475117,0.0003314065,0.0008149372,0.0005975813,0.0008793184,0.001510175,0.001491371,0.4224911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001150003,"about_ca_system_score_gemma":0.001485395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002603207,"about_ca_topic_score_gemma":0.004130226,"domain_scores_codex":[0.9990859,0.0001530719,0.00007178919,0.0001302707,0.000425486,0.0001333762],"domain_scores_gemma":[0.9978291,0.0004847326,0.0001700819,0.0001821086,0.0005425725,0.0007914089],"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":[0.0001516343,0.00007491793,0.001859516,0.0008188637,0.00001833836,0.001506215,0.00008901249,0.000103805,0.001199726,0.003023984,0.6489838,0.3421701],"study_design_scores_gemma":[0.0000182409,0.00002286085,0.001393857,0.0001724421,0.000002528833,0.001458736,0.00003008414,0.00002808033,0.0002249474,0.0003092001,0.9963351,0.000003783881],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002716717,0.01562626,0.000366316,0.01183909,0.00650167,0.0001179966,0.002492353,0.0006674454,0.9596721],"genre_scores_gemma":[0.0208289,0.0118027,0.0009462498,0.004694979,0.003066746,0.00006155133,0.002580364,0.0002346008,0.9557838],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.381213,"threshold_uncertainty_score":0.5437541,"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."}}