{"id":"W1976688981","doi":"10.1016/j.carj.2014.01.003","title":"The Impact of Diagnostic Imaging Wait Times on the Prognosis of Lung Cancer","year":2014,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Stage (stratigraphy); Lung cancer; Biopsy; Radiology; Lung; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001602917,0.0001518848,0.0001904206,0.0003158441,0.0002677809,0.0005213989,0.0002674216,0.0003890883,0.001606633],"category_scores_gemma":[0.01391994,0.0001012863,0.0002773291,0.0003035641,0.0002037566,0.0006174351,0.0003578154,0.0005750239,0.0002676547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007581785,"about_ca_system_score_gemma":0.0007014768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002699581,"about_ca_topic_score_gemma":0.003072672,"domain_scores_codex":[0.9992043,0.0002408207,0.0000999429,0.0001180764,0.0001591406,0.0001777093],"domain_scores_gemma":[0.9862869,0.004890535,0.006244493,0.0002477889,0.0007337087,0.001596628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001040613,0.00009112468,0.9907382,0.00001878036,0.00004524898,0.0000880685,0.0000693664,0.00033896,0.0005446119,0.00003243838,0.0001151186,0.006877522],"study_design_scores_gemma":[0.00002144678,0.0008878635,0.9968021,0.00001545072,0.00005441767,0.0003872481,0.0001200693,0.0009793523,0.0003774926,0.00004346734,0.0003045572,0.000006588203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998804,0.0005471174,0.0001468481,0.0001525575,0.00001018804,0.000003131672,0.0000783402,0.00000473824,0.000253157],"genre_scores_gemma":[0.9996895,0.00005452655,0.00007500004,0.00002246701,0.000009791869,0.000003585324,0.00009055019,0.000001506451,0.00005312511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002699581,"threshold_uncertainty_score":0.008477151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008913578492045385,"score_gpt":0.290636444848924,"score_spread":0.2817228663568787,"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."}}