{"id":"W1979380547","doi":"10.1016/j.ijrobp.2013.07.013","title":"In Regard to Ashworth et al","year":2013,"lang":"en","type":"letter","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; BC Cancer Agency","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":[],"consensus_categories":[],"category_scores_codex":[0.002518314,0.0008682717,0.001281302,0.001090135,0.005715454,0.006089491,0.002582198,0.08768926,0.01439205],"category_scores_gemma":[0.0357613,0.0007700965,0.00167465,0.0009163193,0.003453857,0.00359166,0.002571772,0.05476372,0.009717664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005758584,"about_ca_system_score_gemma":0.004924611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00369057,"about_ca_topic_score_gemma":0.01039159,"domain_scores_codex":[0.9967287,0.0006544905,0.0003133841,0.0005494406,0.000859921,0.0008941243],"domain_scores_gemma":[0.9926353,0.003120982,0.0009409816,0.0003292802,0.001587653,0.001385818],"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":[0.00003975343,0.00006366384,0.001490137,0.00006776948,0.00003408547,0.02371171,0.0003397581,0.0001463588,0.000182328,0.006777911,0.9593411,0.007805402],"study_design_scores_gemma":[0.0001449815,0.0001253396,0.001891015,0.0007003702,0.000120299,0.03001298,0.001579612,0.001128613,0.0004340572,0.0253943,0.9383335,0.0001349258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008389705,0.0007987438,0.0001905975,0.9491812,0.04121133,0.00001965932,0.000030188,0.00003230335,0.007697097],"genre_scores_gemma":[0.007615954,0.00077732,0.0002711113,0.9158236,0.06511399,0.00003046005,0.00002151163,0.00002275703,0.01032335],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08768926,"threshold_uncertainty_score":0.04814619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02150830647188888,"score_gpt":0.3543441181207811,"score_spread":0.3328358116488922,"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."}}