{"id":"W4416869004","doi":"10.5256/f1000research.147338.r234548","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, 2 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007870845,0.0001711176,0.0003342573,0.0001996509,0.0001394255,0.00003469002,0.0004245757,0.0001848336,0.0007232059],"category_scores_gemma":[0.001987413,0.0001472068,0.0001145425,0.001067301,0.0003566458,0.0001628263,0.00006643993,0.0005381654,0.0000114201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003953973,"about_ca_system_score_gemma":0.00141603,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5350201,"about_ca_topic_score_gemma":0.2628707,"domain_scores_codex":[0.9951825,0.0006660861,0.0006618219,0.0007300352,0.002353645,0.0004058773],"domain_scores_gemma":[0.9933151,0.001055882,0.000175391,0.0003968897,0.004969064,0.0000876809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00114894,0.0001446347,0.7043139,0.000588115,0.00008264907,0.00002061015,0.0001262283,0.000005238454,0.0003390871,0.0002257621,0.292841,0.0001639153],"study_design_scores_gemma":[0.0009121724,0.0001932304,0.8585973,0.000439284,0.000005268414,0.00001656863,0.0001380372,0.0001210902,0.00005302762,0.0003714452,0.1390232,0.0001293698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9615512,0.004551053,0.000263143,0.01029915,0.0002350928,0.0009741501,0.02138624,0.00001802605,0.0007218638],"genre_scores_gemma":[0.9520808,0.001264239,0.0001121081,0.0001030248,0.00005737664,0.0002411907,0.03028048,0.00002357408,0.01583718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2721494,"threshold_uncertainty_score":0.7918597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09184724940978363,"score_gpt":0.4120221481319289,"score_spread":0.3201748987221453,"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."}}