{"id":"W4416645660","doi":"10.5256/f1000research.58537.r148598","title":"Referee report. For: Changes in mammography screening in Ontario and Alberta following national guideline dissemination: an interrupted time series analysis [version 1; peer review: 2 approved with reservations]","year":2022,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Interrupted Time Series Analysis; Guideline; Interrupted time series; Mammography; Mammography screening; Screening mammography","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":[0.009300856,0.001148696,0.00229698,0.004566792,0.002169614,0.002439603,0.003409798,0.00651099,0.3775725],"category_scores_gemma":[0.2116623,0.0008111348,0.002829188,0.006331978,0.0006645024,0.00193551,0.002117082,0.003214979,0.1025611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005833047,"about_ca_system_score_gemma":0.01216423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2036112,"about_ca_topic_score_gemma":0.2332404,"domain_scores_codex":[0.9941545,0.001248654,0.001364807,0.0004899019,0.002277206,0.0004650028],"domain_scores_gemma":[0.8019967,0.06949674,0.005863334,0.005595487,0.1131506,0.003897196],"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":[0.0000152047,0.000008643586,0.0001576375,0.0001036207,0.000005432638,0.00002452719,0.00001937064,0.00001279738,0.00001459353,0.00006296939,0.9979577,0.001617533],"study_design_scores_gemma":[0.001076472,0.0001213443,0.03711829,0.00265233,0.0001977279,0.0003012326,0.001313281,0.001029665,0.0004455311,0.002772815,0.9526475,0.0003238248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002077309,0.002574195,0.002149325,0.4245345,0.3121026,0.00697745,0.2098493,0.003951098,0.03578421],"genre_scores_gemma":[0.02398031,0.004353111,0.01054593,0.321067,0.0906696,0.02859998,0.06973102,0.002488665,0.4485644],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7963887,"threshold_uncertainty_score":0.8878173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.111203244867727,"score_gpt":0.4264337484356705,"score_spread":0.3152305035679435,"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."}}