{"id":"W6939715590","doi":"10.6084/m9.figshare.14821214.v1","title":"Additional file 1 of Specimen oriented intraoperative margin assessment in oral cavity and oropharyngeal squamous cell carcinoma","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Oral cavity; Basal cell; Margin (machine learning); Epidermoid carcinoma; Carcinoma; Oral Cancers","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":[],"category_scores_codex":[0.001313397,0.0005922051,0.000885046,0.00184058,0.0005264698,0.00106635,0.001060905,0.0008008422,0.8729441],"category_scores_gemma":[0.02689422,0.0004020807,0.000675471,0.002333173,0.0001857882,0.001147957,0.0007672079,0.0005785898,0.1453389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009789896,"about_ca_system_score_gemma":0.001166976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004223133,"about_ca_topic_score_gemma":0.007882406,"domain_scores_codex":[0.9994215,0.00007727939,0.0001563603,0.0001318414,0.0001334508,0.00007962224],"domain_scores_gemma":[0.9854496,0.008771187,0.00154342,0.001011528,0.002773376,0.000451012],"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":[0.0005762498,0.00008115942,0.002807025,0.00168457,0.00002729984,0.0001341758,0.00002893191,0.0002574818,0.0001048839,0.0004472086,0.9738502,0.02000099],"study_design_scores_gemma":[0.003669325,0.0003984845,0.07291769,0.008456719,0.0002093954,0.002120803,0.000461287,0.001623129,0.001015922,0.009575223,0.8994194,0.0001325893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0006402908,0.00006765869,0.0004541374,0.0002153152,0.00009042791,0.0003993864,0.9923074,0.0002794582,0.005546008],"genre_scores_gemma":[0.02602754,0.0005064252,0.005975225,0.001588633,0.0005733445,0.005213935,0.913795,0.001608196,0.04471174],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8729441,"threshold_uncertainty_score":0.1812297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01573012056639814,"score_gpt":0.2194080391304454,"score_spread":0.2036779185640472,"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."}}