{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007399483,0.0001321431,0.0004492081,0.001056213,0.0002174416,0.0000301565,0.0002066904,0.00005466119,0.0004786331],"category_scores_gemma":[0.002501586,0.0001179763,0.0000995814,0.002538753,0.00008028335,0.0003415479,0.0001981766,0.0004637944,5.581866e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004324935,"about_ca_system_score_gemma":0.0003318476,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0569123,"about_ca_topic_score_gemma":0.5515031,"domain_scores_codex":[0.9958587,0.0002059239,0.0005446167,0.000448082,0.002635744,0.0003069675],"domain_scores_gemma":[0.9961379,0.0002231491,0.0001622565,0.0003020959,0.003068354,0.0001062323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002534782,0.0002042171,0.8560803,0.0002367081,0.0004806225,0.0001938034,0.002246782,0.0002943816,0.001661898,0.00006427784,0.1335336,0.002468628],"study_design_scores_gemma":[0.001974552,0.001704581,0.4191887,0.002360321,0.0002938254,0.00009286374,0.005489616,0.003539329,0.0002633496,0.0001109897,0.5646579,0.0003239391],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7971814,0.001111117,0.0003490762,0.1943304,0.00002552419,0.001913453,0.0003216171,0.00003081718,0.00473662],"genre_scores_gemma":[0.7511624,0.0003374509,0.03442988,0.0008992483,0.00009162872,0.001020567,0.04595102,0.00006100144,0.1660468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4945908,"threshold_uncertainty_score":0.9493678,"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."}}