{"id":"W6958355179","doi":"10.6084/m9.figshare.14821214","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":"Head and Neck Cancer Studies","field":"Medicine","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":[0.00136629,0.0006697972,0.0009136465,0.001989218,0.0006336576,0.001113129,0.001270833,0.0007501056,0.8905975],"category_scores_gemma":[0.03096083,0.0004226997,0.0007821434,0.003266733,0.0001753492,0.001353634,0.0008580814,0.0006604025,0.1823478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00119539,"about_ca_system_score_gemma":0.001365552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007198983,"about_ca_topic_score_gemma":0.01071392,"domain_scores_codex":[0.9992022,0.000119591,0.0001891617,0.0001672009,0.0002022459,0.000119642],"domain_scores_gemma":[0.9821232,0.00958469,0.002064031,0.00114908,0.004455861,0.000622994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003656867,0.00006670954,0.001977984,0.000863998,0.00001782449,0.00004500086,0.00001499273,0.0001523877,0.00004040246,0.0003441383,0.9862098,0.009900969],"study_design_scores_gemma":[0.004021889,0.0004000152,0.0666959,0.005684557,0.0001717618,0.0009669375,0.0003349468,0.001209393,0.0006799473,0.006341462,0.9133822,0.0001109374],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003255882,0.00003065494,0.0001725269,0.0001620835,0.00005634318,0.000214611,0.9941272,0.0001296398,0.00478136],"genre_scores_gemma":[0.01448437,0.0002980316,0.002558668,0.001131001,0.0004199263,0.002851285,0.9372475,0.0009264442,0.0400827],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8905975,"threshold_uncertainty_score":0.1560494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02613620388475905,"score_gpt":0.2850549642368797,"score_spread":0.2589187603521206,"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."}}