{"id":"W6920465800","doi":"10.60692/gkdfe-d3t38","title":"Supporting Information from Multimodal Image-Guided Surgical and Photodynamic Interventions in Head and Neck Cancer: From Primary Tumor to Metastatic Drainage","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Photodynamic Therapy Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Lymph node; Head and neck; Primary tumor; Sentinel lymph node; Medical imaging; Tumor surgery; Lymph node metastasis","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":[0.001098179,0.001824006,0.001750431,0.002022012,0.001106837,0.001684225,0.002479272,0.002437544,0.8117734],"category_scores_gemma":[0.006828151,0.0009763537,0.001109097,0.00459074,0.0002326402,0.001817219,0.001071397,0.001026403,0.1905301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009403276,"about_ca_system_score_gemma":0.002796906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003248404,"about_ca_topic_score_gemma":0.005845869,"domain_scores_codex":[0.999437,0.00005416067,0.00007232143,0.00008093361,0.0002719364,0.0000836805],"domain_scores_gemma":[0.9944071,0.002091297,0.00043866,0.0002392667,0.002043199,0.0007806287],"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":[0.001560791,0.0002984667,0.0006881287,0.007235075,0.00004942653,0.0004613621,0.00004124777,0.0008853177,0.004583467,0.001533745,0.9193199,0.0633432],"study_design_scores_gemma":[0.001598823,0.0008518175,0.006610459,0.002576924,0.0001018147,0.001593537,0.0001702592,0.002666567,0.009646905,0.00545751,0.9686141,0.0001112232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002677924,0.003898356,0.005870477,0.003954445,0.009928012,0.001276205,0.9116198,0.001371696,0.05940308],"genre_scores_gemma":[0.02411827,0.0114993,0.02017185,0.001843409,0.005777936,0.002376864,0.836468,0.0008401694,0.09690417],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8117734,"threshold_uncertainty_score":0.2684824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04165337811172392,"score_gpt":0.3351834363975807,"score_spread":0.2935300582858568,"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."}}