{"id":"W2769943794","doi":"10.1200/jco.2017.76.0645","title":"Reply to D.T.W. Jones et al","year":2017,"lang":"en","type":"letter","venue":"Journal of Clinical Oncology","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Humanities","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":[0.00482138,0.0007151465,0.001619344,0.0009299696,0.003740494,0.003764936,0.002449334,0.04365244,0.008005653],"category_scores_gemma":[0.03570131,0.0008697203,0.00099053,0.001021073,0.003460946,0.00473036,0.002041734,0.03919892,0.00913162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003555811,"about_ca_system_score_gemma":0.005496328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00521714,"about_ca_topic_score_gemma":0.00823706,"domain_scores_codex":[0.9964804,0.001175596,0.0004826816,0.0004581235,0.0009593961,0.0004438729],"domain_scores_gemma":[0.9879859,0.006016994,0.0008194518,0.0003720542,0.002820301,0.001985298],"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":[0.00003132456,0.0000116068,0.0003902584,0.00002855909,0.000006538091,0.0005234554,0.00007660094,0.00001582893,0.00003558485,0.0006762182,0.9956474,0.00255664],"study_design_scores_gemma":[0.0001380873,0.00006814547,0.001325671,0.0003706845,0.00004293494,0.00350326,0.001007455,0.0002708241,0.0003331607,0.007421606,0.985427,0.00009122639],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000158294,0.0008771993,0.00002608622,0.9861057,0.01185374,0.00000550262,0.0000449144,0.00001415702,0.0009144031],"genre_scores_gemma":[0.001680873,0.0007240771,0.00007719902,0.9773039,0.01740559,0.00002213139,0.00002792816,0.00001480731,0.002743469],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04365244,"threshold_uncertainty_score":0.02678156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3141017287179116,"score_gpt":0.6230269659975991,"score_spread":0.3089252372796875,"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."}}