{"id":"W4413102350","doi":"10.1016/j.chest.2025.06.024","title":"Are We There Yet?","year":2025,"lang":"en","type":"editorial","venue":"CHEST Journal","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health 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":[0.01201656,0.004591956,0.005544078,0.004774991,0.005526845,0.01419207,0.00462949,0.03150404,0.03694802],"category_scores_gemma":[0.04814931,0.002260827,0.004023729,0.002660524,0.003135521,0.00642897,0.003354186,0.03286891,0.0277921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005637405,"about_ca_system_score_gemma":0.006102127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00332251,"about_ca_topic_score_gemma":0.01357107,"domain_scores_codex":[0.990231,0.002192799,0.001093684,0.000850989,0.004759823,0.0008717094],"domain_scores_gemma":[0.9585458,0.01288462,0.002851143,0.001295425,0.0139671,0.01045587],"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":[0.00002235669,0.000007952911,0.00002888181,0.0001069638,0.00001503119,0.00005633075,0.000006380782,0.0000102014,0.00001382703,0.0001176252,0.9963232,0.003291277],"study_design_scores_gemma":[0.0001556645,0.00003414282,0.0004024096,0.0007708644,0.0001213616,0.0002172541,0.00006600164,0.0001383179,0.00004682739,0.0009438471,0.9970753,0.00002791441],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001915694,0.003067183,0.00004980543,0.05217672,0.9426809,0.00001944269,0.00003308085,0.00003682231,0.001916881],"genre_scores_gemma":[0.0002544852,0.002117173,0.00007571266,0.04800757,0.9424985,0.0000308748,0.00003260114,0.00002328091,0.006959811],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03694802,"threshold_uncertainty_score":0.1236035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02029520772470932,"score_gpt":0.3242577815354138,"score_spread":0.3039625738107045,"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."}}