{"id":"W3022977258","doi":"10.1016/j.ijrobp.2006.07.1194","title":"2777","year":2006,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Medical Imaging and Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Sagittal plane; Segmentation; Radiography; Coronal plane; Process (computing); Artificial intelligence; Cone beam computed tomography; Radiology; Nuclear medicine; Computer vision; Computer science; Computed tomography","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":[0.0002704178,0.0008939143,0.0004119716,0.001612985,0.0009491308,0.002355838,0.0007727038,0.001243725,0.8214044],"category_scores_gemma":[0.0006952354,0.0002411424,0.000321306,0.001417737,0.0004585784,0.001030199,0.001083553,0.0006322972,0.8037649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006127876,"about_ca_system_score_gemma":0.0006703662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002576116,"about_ca_topic_score_gemma":0.003035461,"domain_scores_codex":[0.9997625,0.00002090962,0.00001362539,0.00006890736,0.00009803242,0.00003605509],"domain_scores_gemma":[0.9994699,0.00007439387,0.00001544496,0.00009574132,0.0002525611,0.00009188722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001640439,0.0002413384,0.001226166,0.0002129971,0.0000313014,0.0002780681,0.0001066139,0.0006803985,0.01384389,0.0264922,0.4770784,0.4796445],"study_design_scores_gemma":[0.00001678625,0.0000356276,0.0009075708,0.0000680253,0.00001564189,0.0003465094,0.0000819225,0.0006429009,0.002745081,0.002139667,0.9929903,0.000009956531],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001974601,0.0005015087,0.003274206,0.0005709124,0.0008367758,0.00006365815,0.0008018658,0.000688793,0.9912876],"genre_scores_gemma":[0.005965518,0.000453121,0.00098176,0.0003115526,0.000125142,0.00003427953,0.001515293,0.0001519184,0.9904614],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1785956,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01045841845803351,"score_gpt":0.2858124247978761,"score_spread":0.2753540063398425,"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."}}