{"id":"W2252135418","doi":"10.1016/j.ijrobp.2006.07.982","title":"2569","year":2006,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine","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":[0.0002416582,0.0008868086,0.0003776169,0.001199141,0.001035777,0.001841079,0.000672357,0.001092968,0.8572765],"category_scores_gemma":[0.0006618028,0.0002541196,0.000349088,0.0008522065,0.0004335015,0.0008440656,0.001127042,0.000660208,0.8004881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005282392,"about_ca_system_score_gemma":0.0005179166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002122805,"about_ca_topic_score_gemma":0.002704024,"domain_scores_codex":[0.9998057,0.00001591288,0.00001549843,0.00006178644,0.00007283688,0.00002820732],"domain_scores_gemma":[0.9995957,0.00006134572,0.00001824537,0.0000846818,0.000149801,0.00009025022],"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":[0.0002537894,0.0002418008,0.001991217,0.0002387617,0.00002908384,0.0004402653,0.0001008986,0.0004016239,0.01655617,0.01774938,0.4677343,0.4942628],"study_design_scores_gemma":[0.00002293511,0.00005951537,0.001509826,0.00008990213,0.00001350486,0.0006513324,0.00005084206,0.0002486497,0.002270604,0.001523384,0.9935501,0.000009330791],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002296329,0.0004672385,0.001415705,0.0006293496,0.00100515,0.00007644389,0.0009686554,0.0005144944,0.9926267],"genre_scores_gemma":[0.004103453,0.0002923518,0.0004919509,0.0002715832,0.0001150189,0.0000271676,0.0008712768,0.00007649638,0.9937508],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1427235,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01802005802193056,"score_gpt":0.3244435155244846,"score_spread":0.3064234575025541,"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."}}