{"id":"W4406451581","doi":"10.1016/s1169-7768(04)35271-9","title":"10.1016/s1169-7768(04)35271-9","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; 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":[0.001047695,0.002792027,0.001794294,0.002836337,0.002562414,0.00371729,0.00328609,0.00585415,0.9896274],"category_scores_gemma":[0.001752571,0.0009223854,0.00165606,0.002150431,0.00167735,0.005081927,0.003571069,0.003079541,0.9929792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001198596,"about_ca_system_score_gemma":0.00137878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004459994,"about_ca_topic_score_gemma":0.004193203,"domain_scores_codex":[0.9992957,0.00004899909,0.00006221274,0.0002197663,0.000195936,0.0001773801],"domain_scores_gemma":[0.997903,0.0004937705,0.0001233226,0.0002163265,0.0004053992,0.0008580923],"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":[0.0003797885,0.0002800831,0.0009325047,0.0005489422,0.00003111444,0.0002286675,0.00008205132,0.0003621264,0.00149023,0.003905341,0.379606,0.6121532],"study_design_scores_gemma":[0.00007314951,0.0001240498,0.0009931076,0.0003267798,0.00001272473,0.0003989526,0.00009948446,0.0001605769,0.0003246409,0.0005928731,0.9968696,0.00002412327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000385137,0.0004498458,0.0004199042,0.0004576643,0.0003105048,0.0000946568,0.0007102884,0.0007112065,0.9964609],"genre_scores_gemma":[0.000527349,0.0002163942,0.0003210622,0.0002711671,0.0000916018,0.00005760468,0.0004492099,0.0001338556,0.9979317],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01037264,"threshold_uncertainty_score":0.01479524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006486589225060001,"score_gpt":0.2121060295451827,"score_spread":0.2056194403201227,"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."}}