{"id":"W4406564864","doi":"10.1016/j.ypdi.2015.12.021","title":"10.1016/j.ypdi.2015.12.021","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pulmonologists; Medicine; Observational study; Multicenter study; Intensive care medicine; Internal medicine; General surgery; Randomized controlled trial","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006538174,0.0009264069,0.0004619818,0.001800569,0.0007838984,0.002807977,0.00100156,0.002843805,0.8625429],"category_scores_gemma":[0.001768626,0.0003547391,0.0005465575,0.000830045,0.0006821706,0.001973122,0.001201938,0.001494216,0.8018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009782615,"about_ca_system_score_gemma":0.001296079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002345531,"about_ca_topic_score_gemma":0.002163834,"domain_scores_codex":[0.9996929,0.0000290148,0.00002767368,0.00008523859,0.00008694017,0.00007825051],"domain_scores_gemma":[0.999038,0.0001688812,0.0001423173,0.00005627461,0.0001736745,0.0004208887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002625556,0.0002809394,0.009880381,0.0004815515,0.00004162617,0.0005555192,0.0001259009,0.0002317934,0.0006543631,0.00494824,0.3101699,0.6723672],"study_design_scores_gemma":[0.00006433954,0.0001133018,0.007995305,0.0009969805,0.00005531397,0.00411929,0.0003404664,0.0002904468,0.0004858236,0.005343841,0.9801651,0.00002974671],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007601274,0.01903136,0.003573716,0.01293793,0.003332686,0.0001503695,0.005762644,0.002062564,0.9455475],"genre_scores_gemma":[0.02834646,0.008739931,0.002961379,0.003400365,0.001431745,0.0001246719,0.003767268,0.0004092499,0.9508188],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1374571,"threshold_uncertainty_score":0.1960658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007046418730279722,"score_gpt":0.2205822378562676,"score_spread":0.2135358191259879,"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."}}