{"id":"W4399434719","doi":"10.1016/j.chest.2024.02.030","title":"Urgently Needed!","year":2024,"lang":"en","type":"editorial","venue":"CHEST Journal","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Intensive care 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":[0.008586265,0.003627229,0.004270306,0.004210806,0.004640646,0.01191114,0.003877528,0.03076457,0.08510248],"category_scores_gemma":[0.04451627,0.002072365,0.003967518,0.001843733,0.002716661,0.006356026,0.00432476,0.02986721,0.05581145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004182573,"about_ca_system_score_gemma":0.00572319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002511036,"about_ca_topic_score_gemma":0.01029598,"domain_scores_codex":[0.9921173,0.00194182,0.0008139182,0.0007624169,0.003521074,0.0008434178],"domain_scores_gemma":[0.9671848,0.008575174,0.002620751,0.001143674,0.01076238,0.009713258],"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":[0.00001311686,0.0000058985,0.00001961681,0.00006940133,0.000007993268,0.00005095142,0.000005107327,0.000006328287,0.00001269902,0.00009365817,0.996971,0.002744296],"study_design_scores_gemma":[0.00008477045,0.00002019338,0.0002075388,0.0003865766,0.00004348926,0.0001607889,0.00004864031,0.0000539883,0.00002523455,0.000613869,0.9983354,0.00001943095],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002292253,0.003037323,0.00005411096,0.07439095,0.9187756,0.00002547365,0.00004856779,0.0000630649,0.003582045],"genre_scores_gemma":[0.0002824178,0.001964422,0.0001181134,0.09983183,0.8775136,0.00004601533,0.00006372579,0.00004707502,0.0201328],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.08510248,"threshold_uncertainty_score":0.2846962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0140172648526414,"score_gpt":0.3136097604243898,"score_spread":0.2995924955717484,"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."}}