{"id":"W6958747147","doi":"10.6084/m9.figshare.26694330","title":"Additional file 2 of Screening for lung cancer with computed tomography: protocol for systematic reviews for the Canadian Task Force on Preventive Health Care","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Biological Activity of Diterpenoids and Biflavonoids","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McGill University; Public Health Agency of Canada; McMaster University; University of Toronto; University of Alberta","funders":"","keywords":"Protocol (science); Systematic review; Task force; MEDLINE; Task (project management); Health care; Preventive care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006609738,0.0001395181,0.0002331355,0.00003046453,0.0002088099,0.00004054108,0.0001514893,0.00009315804,0.04503087],"category_scores_gemma":[0.0004018906,0.00007780587,0.0002257129,0.00007096695,0.00001304169,0.00000444943,0.00002023142,0.00005699381,0.000001644253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003803111,"about_ca_system_score_gemma":0.000343224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001648158,"about_ca_topic_score_gemma":0.01113575,"domain_scores_codex":[0.9992269,0.00003866009,0.0001908525,0.0002652399,0.00006570828,0.0002126301],"domain_scores_gemma":[0.9988613,0.0006023263,0.0001527173,0.0001335258,0.0001815621,0.0000685289],"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":[0.00006876846,0.00001088967,2.83624e-7,0.02546853,0.00009472301,9.680367e-8,0.00002006179,0.00001342451,0.00002356285,0.000005856093,0.9717711,0.002522689],"study_design_scores_gemma":[0.0002471592,0.001121654,0.00003105948,0.04055541,0.00001757478,7.481606e-7,0.00002463735,0.001735064,0.000385269,0.000005573832,0.9557509,0.0001249725],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[4.331853e-7,0.0005173623,0.0004555696,0.0001415455,0.00001076197,0.1111282,0.8877035,0.000007547745,0.00003507855],"genre_scores_gemma":[0.0002728087,3.983948e-7,0.001699618,0.0002863829,0.000154015,0.5435874,0.4538126,0.00001135969,0.0001754606],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.4338909,"threshold_uncertainty_score":0.9558421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03205052090051359,"score_gpt":0.3237264780847141,"score_spread":0.2916759571842005,"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."}}