{"id":"W4283713334","doi":"10.1200/op.22.00345","title":"Reply to M.Z. Farooq et al","year":2022,"lang":"en","type":"letter","venue":"JCO Oncology Practice","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Chemistry","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":[0.005872533,0.0008047256,0.001708343,0.001068978,0.005019778,0.004333989,0.002359317,0.05176807,0.008941233],"category_scores_gemma":[0.0327645,0.001037308,0.0009864104,0.001263304,0.003101836,0.004283508,0.002053254,0.03581207,0.008653614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003946273,"about_ca_system_score_gemma":0.00663248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01079881,"about_ca_topic_score_gemma":0.01758662,"domain_scores_codex":[0.9959508,0.001473202,0.0004876902,0.0005045632,0.001023235,0.0005605271],"domain_scores_gemma":[0.9864087,0.007080882,0.0007885163,0.0003767331,0.002654862,0.002690349],"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":[0.00002805329,0.000009256711,0.0003528925,0.00002574513,0.000006391697,0.000416409,0.00008487306,0.00001209944,0.00003193432,0.0005815063,0.9968194,0.001631364],"study_design_scores_gemma":[0.0001286681,0.000048544,0.001733744,0.0003564652,0.0000367501,0.002063047,0.00109474,0.000207464,0.0002120689,0.006233114,0.9878067,0.0000785734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001335041,0.0007286792,0.0000198507,0.9883356,0.009726287,0.000005656768,0.0000420402,0.00001208913,0.0009962472],"genre_scores_gemma":[0.001094238,0.0004120521,0.00005178047,0.9860011,0.009983003,0.00001888637,0.00001726156,0.00001041845,0.002411134],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05176807,"threshold_uncertainty_score":0.0310573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07133152843313753,"score_gpt":0.4879265315011695,"score_spread":0.416595003068032,"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."}}