{"id":"W6940065667","doi":"10.6084/m9.figshare.8637848","title":"Additional file 5: of Measuring the frequency and variation of unnecessary care across Canada","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Respondent; Mammography; Variation (astronomy); Breast cancer; Regression analysis; Table (database); Mammography screening; Breast cancer screening","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001510838,0.00075173,0.0009568531,0.003760471,0.001995527,0.001564683,0.002263674,0.0006411328,0.4200802],"category_scores_gemma":[0.0237895,0.000610617,0.001499844,0.008713958,0.0003452153,0.0008565089,0.0009884448,0.0009952518,0.0201991],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01747455,"about_ca_system_score_gemma":0.0315454,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9686705,"about_ca_topic_score_gemma":0.9701428,"domain_scores_codex":[0.9985922,0.0001344742,0.0001611,0.0001966285,0.0005219022,0.0003937612],"domain_scores_gemma":[0.9833964,0.004808146,0.001028526,0.0006411936,0.00945883,0.0006669353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001346524,0.00005071057,0.03135748,0.001001145,0.0000943189,0.00003772992,0.0001639948,0.0007087011,0.00003379831,0.0006418164,0.9576888,0.008086859],"study_design_scores_gemma":[0.001131973,0.0000961985,0.627071,0.002791336,0.0003251357,0.0001924006,0.002376106,0.003785759,0.0005278724,0.001373944,0.360119,0.0002093286],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0007264124,0.00001903087,0.00007113382,0.00006844892,0.00001111919,0.00006091627,0.9978523,0.00004324725,0.001147409],"genre_scores_gemma":[0.05107722,0.0002773615,0.003085005,0.0004240854,0.0000395843,0.001278308,0.926015,0.0002710291,0.0175324],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9825255,"threshold_uncertainty_score":0.8271852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01337258080975021,"score_gpt":0.1831151634580988,"score_spread":0.1697425826483486,"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."}}