{"id":"W4406564917","doi":"10.1016/j.ypdi.2015.02.061","title":"10.1016/j.ypdi.2015.02.061","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Lung cancer; Lung cancer screening; Test (biology); National Lung Screening Trial; Lung; Action (physics); Medical physics; Oncology; Internal medicine","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":[0.0006671199,0.0008556042,0.0004795815,0.001661467,0.0008221039,0.002841531,0.0009499301,0.002802114,0.8630292],"category_scores_gemma":[0.001845559,0.0003548461,0.0005194603,0.000840635,0.0006723189,0.001970906,0.001168519,0.001489335,0.7966954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009456447,"about_ca_system_score_gemma":0.001255287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002227829,"about_ca_topic_score_gemma":0.002047063,"domain_scores_codex":[0.9997018,0.00002847707,0.00002696872,0.00008205084,0.00008118623,0.00007958057],"domain_scores_gemma":[0.9990487,0.000168423,0.0001306007,0.0000558711,0.0001763946,0.0004199818],"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":[0.0003005773,0.0002857083,0.01180804,0.0004860108,0.00004412299,0.0005609074,0.0001363974,0.0002133027,0.0006175467,0.0047696,0.3356459,0.6451318],"study_design_scores_gemma":[0.00007449474,0.0001254093,0.00960365,0.001014679,0.00005873618,0.004376302,0.0003863718,0.0002840154,0.0004768639,0.00557469,0.9779926,0.0000322282],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008792118,0.02014759,0.003165496,0.01474956,0.00372007,0.0001493275,0.006423697,0.001851514,0.9410007],"genre_scores_gemma":[0.0320702,0.009044322,0.002618824,0.003684436,0.001515241,0.0001249449,0.004058931,0.0003849348,0.9464983],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1369708,"threshold_uncertainty_score":0.1953721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006336834493880361,"score_gpt":0.2213638357699983,"score_spread":0.2150270012761179,"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."}}