{"id":"W4406564892","doi":"10.1016/j.ypdi.2015.02.008","title":"10.1016/j.ypdi.2015.02.008","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; Rose (mathematics); Lung cancer; Oncology","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":[0.0006015452,0.000821319,0.0004454103,0.001537734,0.000753154,0.002528788,0.0009049993,0.002747595,0.8674473],"category_scores_gemma":[0.001598466,0.000322721,0.0004591759,0.0007632847,0.0006528744,0.001846146,0.001067457,0.0013783,0.8005784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00089527,"about_ca_system_score_gemma":0.001120316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00218942,"about_ca_topic_score_gemma":0.002054503,"domain_scores_codex":[0.999727,0.00002470423,0.00002311113,0.00007534051,0.00007304231,0.00007680874],"domain_scores_gemma":[0.9991468,0.000150995,0.0001180329,0.00004528698,0.0001414853,0.0003973916],"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":[0.0002952919,0.0002777471,0.01099428,0.0004744895,0.00003826125,0.0005145257,0.0001383223,0.000240671,0.000686461,0.004719413,0.3083491,0.6732714],"study_design_scores_gemma":[0.00006694732,0.0001188829,0.00906358,0.000931048,0.00004649026,0.003783368,0.0003829126,0.0002795946,0.0004799066,0.004494609,0.9803256,0.00002695399],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009429547,0.01915418,0.003216483,0.01356089,0.003116372,0.0001320345,0.005609592,0.001865103,0.9439158],"genre_scores_gemma":[0.03232668,0.008626803,0.002807642,0.003271754,0.001237488,0.0001185712,0.003638618,0.0003371798,0.9476353],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1325527,"threshold_uncertainty_score":0.1890703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006438681436744348,"score_gpt":0.2203627722047526,"score_spread":0.2139240907680083,"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."}}