{"id":"W4406554841","doi":"10.1016/s1634-6939(18)75846-8","title":"10.1016/s1634-6939(18)75846-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001714219,0.0001489794,0.0002780934,0.00009552446,0.00008722468,0.00002106536,0.0001425735,0.00005060608,0.9985221],"category_scores_gemma":[0.0001369973,0.0001237262,0.0000759461,0.0002797117,0.00007921951,0.00005739105,0.00007380812,0.0001925938,0.9950216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001529118,"about_ca_system_score_gemma":0.0000925592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006468694,"about_ca_topic_score_gemma":4.339139e-7,"domain_scores_codex":[0.9986764,0.0000322952,0.0001638887,0.0002737567,0.0004285791,0.0004251198],"domain_scores_gemma":[0.9991415,0.00006014519,0.00001642769,0.0003955891,0.00009622014,0.0002900799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002737481,0.00005397906,0.000001410756,0.00002816307,0.00006832073,0.00003386162,0.00002923179,0.000003865707,0.00009327246,2.313892e-7,0.6972757,0.3021382],"study_design_scores_gemma":[0.0008052036,0.0005039981,0.0003285821,0.00007275985,0.00004637247,0.00002194538,0.000002560441,0.00004069799,0.0002407935,0.000004813447,0.9978005,0.000131722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007031045,0.0004506633,2.896467e-7,0.002532589,0.000001585202,0.0004523122,0.00001440423,0.0001614748,0.9956836],"genre_scores_gemma":[0.0003181055,0.000003843382,0.0001046266,0.0001502862,0.0003406174,0.00006657977,0.00001227973,0.00003271427,0.9989709],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3020065,"threshold_uncertainty_score":0.5045406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01486278142232927,"score_gpt":0.2685552585307532,"score_spread":0.253692477108424,"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."}}