{"id":"W4406391252","doi":"10.1016/j.ypat.2015.06.046","title":"10.1016/j.ypat.2015.06.046","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Adenocarcinoma; Stage (stratigraphy); Lung; Oncology; Disease; Internal medicine; Cancer","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":[0.0006062358,0.00100513,0.0005199778,0.001560635,0.0008946719,0.003115701,0.001042994,0.003299493,0.8745745],"category_scores_gemma":[0.001808184,0.000387771,0.0006883797,0.000750501,0.0008441065,0.002027934,0.001201265,0.001533262,0.8096095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009288856,"about_ca_system_score_gemma":0.001385963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002538148,"about_ca_topic_score_gemma":0.002309475,"domain_scores_codex":[0.9997042,0.00002852299,0.00002494467,0.00008544155,0.00008207897,0.00007478138],"domain_scores_gemma":[0.9991305,0.0001587457,0.0001310241,0.00005430303,0.0001534495,0.0003719651],"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":[0.0003987898,0.000362105,0.01165549,0.0005239219,0.00005698153,0.0006533953,0.0001344509,0.0003475147,0.0009024544,0.005717938,0.3180591,0.6611878],"study_design_scores_gemma":[0.0001061668,0.0001805004,0.01010818,0.001106025,0.00008564021,0.005141865,0.0003792754,0.0004702528,0.0006436028,0.007732789,0.9740062,0.00003941902],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01026482,0.01868182,0.004581307,0.01569169,0.003782371,0.0001739489,0.006944486,0.002526843,0.9373529],"genre_scores_gemma":[0.03503945,0.007564284,0.003212266,0.003324946,0.001305583,0.0001314964,0.004039399,0.0004671511,0.9449155],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1254255,"threshold_uncertainty_score":0.1789043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006696994761091002,"score_gpt":0.2227451138243755,"score_spread":0.2160481190632845,"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."}}