{"id":"W3129029771","doi":"10.1001/jamaoncol.2020.6752","title":"Why Not Adore ADAURA?—The Trial We Need vs the Trial We Got","year":2021,"lang":"en","type":"article","venue":"JAMA Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Otorhinolaryngology; Family medicine; Neurology; MEDLINE; Psychiatry","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":[0.05879848,0.001025969,0.003858883,0.00169939,0.002341595,0.01251669,0.002021048,0.01318901,0.06644695],"category_scores_gemma":[0.2128802,0.0007160914,0.003715591,0.001789163,0.005081693,0.01834933,0.002571495,0.018571,0.01310997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003947733,"about_ca_system_score_gemma":0.005388236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001782749,"about_ca_topic_score_gemma":0.003448466,"domain_scores_codex":[0.9550406,0.03233816,0.004447513,0.002371594,0.004272814,0.001529253],"domain_scores_gemma":[0.8709137,0.09597548,0.0100561,0.006894702,0.006490048,0.009669959],"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":[0.01183391,0.0003418155,0.00254441,0.01021755,0.003362932,0.0002269651,0.0005127005,0.0003561652,0.0003997274,0.04242702,0.6599509,0.267826],"study_design_scores_gemma":[0.02545532,0.00233841,0.002913896,0.03688609,0.005471623,0.0005161482,0.00105886,0.001166475,0.0007701771,0.1424232,0.780665,0.0003349105],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002286017,0.07026573,0.002446941,0.8547649,0.04670198,0.0005963945,0.001102266,0.0002418393,0.02159407],"genre_scores_gemma":[0.06749579,0.02947806,0.01000105,0.8102857,0.0651774,0.001811772,0.0006181673,0.0007072338,0.01442474],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06644695,"threshold_uncertainty_score":0.3109598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04064746612541352,"score_gpt":0.3827713780327475,"score_spread":0.342123911907334,"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."}}