{"id":"W4416521755","doi":"10.21956/mep.20512.r32009","title":"Referee report. For: Rewards and recognition for Canadian distributed medical education preceptors: a qualitative analysis [version 1; peer review: 2 approved]","year":2022,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Qualitative analysis; Qualitative research; Data collection","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":[0.01924411,0.001404209,0.002223204,0.006682107,0.009033946,0.00601798,0.003204169,0.00583905,0.3961579],"category_scores_gemma":[0.3765017,0.0009202408,0.001991407,0.006501922,0.002431291,0.004967781,0.005241611,0.00707987,0.08565737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01152268,"about_ca_system_score_gemma":0.02308704,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1297893,"about_ca_topic_score_gemma":0.1524876,"domain_scores_codex":[0.9846699,0.004727093,0.001924612,0.001249049,0.006407375,0.001021939],"domain_scores_gemma":[0.6025275,0.1156833,0.00622861,0.01023561,0.2596854,0.005639493],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001548982,0.00001112114,0.0001032482,0.0005380753,0.000005764813,0.00005636115,0.001031159,0.00001242744,0.00009014753,0.0003846226,0.9943541,0.003397481],"study_design_scores_gemma":[0.0003547714,0.00004510846,0.005969345,0.004892712,0.00007456345,0.000319179,0.01954182,0.0003441446,0.0007422543,0.004026452,0.9634187,0.0002709251],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004089579,0.003770078,0.006378671,0.4875946,0.2959994,0.02004153,0.1259673,0.003753342,0.05240546],"genre_scores_gemma":[0.04715229,0.006087038,0.01927438,0.265834,0.03186636,0.1128409,0.02957578,0.004721678,0.4826476],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9807559,"threshold_uncertainty_score":0.8613075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08785309425587634,"score_gpt":0.4852079040316444,"score_spread":0.397354809775768,"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."}}