{"id":"W6901964196","doi":"10.6084/m9.figshare.14821217.v1","title":"Additional file 2 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); Radiation therapy; Epidermoid carcinoma; Carcinoma","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":[0.001196053,0.0007129197,0.001002125,0.002036468,0.0006637005,0.001266101,0.001346834,0.000827794,0.9061714],"category_scores_gemma":[0.02753246,0.0004631063,0.0008752792,0.002985957,0.0001853061,0.001401173,0.0009130965,0.000646968,0.192775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001184719,"about_ca_system_score_gemma":0.001267532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007795813,"about_ca_topic_score_gemma":0.01192238,"domain_scores_codex":[0.9992763,0.00009768608,0.0001684584,0.0001509979,0.0001922147,0.0001142653],"domain_scores_gemma":[0.9829863,0.00915169,0.001776291,0.001081203,0.004409837,0.0005944725],"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":[0.0004168517,0.00006684304,0.00181871,0.001032975,0.00001783744,0.00005743286,0.0000160552,0.0001537224,0.0000500051,0.0003468059,0.9858764,0.01014639],"study_design_scores_gemma":[0.004061141,0.0003201242,0.05370723,0.005641738,0.000158704,0.0009634733,0.0003126647,0.001136151,0.000707591,0.006337184,0.9265444,0.0001096617],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0003257522,0.00003508387,0.0001902736,0.0001810917,0.0000713984,0.0002441111,0.9929653,0.0001871478,0.005799786],"genre_scores_gemma":[0.0145863,0.0002951845,0.002741072,0.001345007,0.0004780085,0.002608859,0.9288918,0.001214381,0.0478394],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9061714,"threshold_uncertainty_score":0.1338351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02521081419428186,"score_gpt":0.2844572511348262,"score_spread":0.2592464369405443,"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."}}