{"id":"W4406565121","doi":"10.1016/j.ypdi.2014.03.002","title":"10.1016/j.ypdi.2014.03.002","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Lung cancer; Clinical Practice; Family medicine; Intensive care medicine; Executive summary; Cancer; 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":[0.0006287897,0.0009041271,0.0004629446,0.0017888,0.0008070147,0.002601701,0.0009411913,0.002792477,0.8809956],"category_scores_gemma":[0.001665145,0.0003765844,0.0005131366,0.0008863262,0.0006919568,0.001907229,0.001137789,0.001505612,0.8225764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000931746,"about_ca_system_score_gemma":0.001122964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002447449,"about_ca_topic_score_gemma":0.002266071,"domain_scores_codex":[0.9997113,0.00002558895,0.00002419216,0.00007709933,0.00008075758,0.00008091708],"domain_scores_gemma":[0.9990686,0.0001725345,0.0001324836,0.00004971937,0.000161198,0.0004156612],"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":[0.0003078139,0.0003242722,0.01171599,0.0004751044,0.00004178828,0.0005141002,0.0001401373,0.0002420643,0.0006692235,0.005045518,0.3206183,0.6599057],"study_design_scores_gemma":[0.0000734951,0.0001258577,0.01026902,0.0009831818,0.00004994175,0.004112521,0.0004046332,0.0003008549,0.0004870362,0.004630731,0.9785325,0.00003019465],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009038549,0.01734534,0.002836195,0.011884,0.002779196,0.0001217726,0.005788291,0.001913139,0.9482935],"genre_scores_gemma":[0.02895745,0.007783299,0.00261127,0.003014363,0.001115402,0.0001083273,0.003685448,0.0003697005,0.9523548],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1190044,"threshold_uncertainty_score":0.1697454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006345414137680823,"score_gpt":0.2114945625616551,"score_spread":0.2051491484239743,"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."}}