{"id":"W2747336132","doi":"10.1016/j.ijrobp.2006.07.823","title":"2413","year":2006,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Lymph node; Head and neck squamous-cell carcinoma; Head and neck cancer; Radiation therapy; Radiology; Modality (human–computer interaction); Nuclear medicine; Pathology; Artificial intelligence","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":[0.0003088948,0.0008702654,0.0004264924,0.001562488,0.00131354,0.002346386,0.000717259,0.001457623,0.8788205],"category_scores_gemma":[0.0008403003,0.0002455356,0.0003998446,0.001335506,0.0004782888,0.00108169,0.001263261,0.0007569892,0.8261529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006300341,"about_ca_system_score_gemma":0.0006552622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00217883,"about_ca_topic_score_gemma":0.002561705,"domain_scores_codex":[0.9997526,0.00002325455,0.00001487729,0.00006926047,0.00009882331,0.00004115218],"domain_scores_gemma":[0.9994862,0.00008767397,0.00002028144,0.0000875807,0.0002085807,0.0001095861],"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":[0.0001851884,0.0002255844,0.001554598,0.0001927532,0.00002876101,0.0003880289,0.0001047209,0.0004031117,0.009388271,0.02056161,0.5067859,0.4601815],"study_design_scores_gemma":[0.00001877705,0.00004250276,0.001164589,0.00006130643,0.00001226979,0.0004919901,0.00005636863,0.0002413037,0.001325795,0.001828901,0.9947479,0.0000082916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001554596,0.000351075,0.001381879,0.0005687559,0.00079477,0.00005055376,0.0006610331,0.0004376885,0.9941996],"genre_scores_gemma":[0.003993338,0.0002583996,0.0005054342,0.0003410858,0.0001441924,0.00002853551,0.000851679,0.0001025554,0.9937748],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1211795,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01937172287905931,"score_gpt":0.3330500449738098,"score_spread":0.3136783220947505,"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."}}