{"id":"W4416869443","doi":"10.5256/f1000research.147338.r234559","title":"Referee report. For: Geographic distribution of conversion therapy prevalence in Canada. Findings from a national cross-sectional survey, 2020 [version 1; peer review: 1 approved, 1 approved with reservations]","year":2024,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Distribution (mathematics); Public health; MEDLINE; Population; Incidence (geometry)","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003714753,0.0009080288,0.001826795,0.005940579,0.002737973,0.00187778,0.003612581,0.003607723,0.3292391],"category_scores_gemma":[0.0844863,0.0006921491,0.00143408,0.006939203,0.0006030825,0.001680978,0.00214643,0.002542718,0.09859603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007058035,"about_ca_system_score_gemma":0.01091944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5581637,"about_ca_topic_score_gemma":0.548331,"domain_scores_codex":[0.9968092,0.0003743317,0.0006984782,0.0003316166,0.001313876,0.0004724324],"domain_scores_gemma":[0.8943437,0.01507587,0.002583577,0.002353617,0.08232233,0.003320881],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005811267,0.000004920317,0.0001985722,0.00006134396,0.000002024021,0.00001483263,0.00001722443,0.000006494032,0.00000861814,0.00004457611,0.9980373,0.001598284],"study_design_scores_gemma":[0.0003443194,0.00004586915,0.05828909,0.00140497,0.00006394958,0.0002811601,0.001597804,0.0004231146,0.0002777384,0.001154909,0.9359414,0.0001756413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"commentary","genre_scores_codex":[0.002037647,0.002574536,0.00165086,0.220748,0.1737596,0.004053133,0.5372031,0.003238922,0.05473407],"genre_scores_gemma":[0.02900101,0.005502591,0.008245314,0.1729354,0.04984341,0.01504449,0.1929481,0.002265389,0.5242141],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9962853,"threshold_uncertainty_score":0.956759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09376448138872558,"score_gpt":0.4124329793298742,"score_spread":0.3186684979411486,"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."}}