{"id":"W4416521906","doi":"10.21956/mep.20553.r32168","title":"Referee report. For: Rewards and recognition for Canadian distributed medical education preceptors: a qualitative analysis [version 2; 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":[0.01920312,0.001413436,0.002204877,0.006721461,0.009009033,0.006055524,0.003192193,0.005862328,0.403856],"category_scores_gemma":[0.3743881,0.0009254747,0.002000036,0.006446517,0.002441206,0.004946542,0.005260765,0.0070371,0.08783054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01129374,"about_ca_system_score_gemma":0.02316696,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1278914,"about_ca_topic_score_gemma":0.1492934,"domain_scores_codex":[0.9845222,0.004744899,0.001900344,0.001242307,0.006555854,0.001034339],"domain_scores_gemma":[0.6034673,0.1151579,0.006166306,0.01027292,0.2592949,0.005640632],"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":[0.00001547156,0.00001094741,0.0001004397,0.0005281572,0.000005741118,0.00005553072,0.001003736,0.00001221563,0.00008949157,0.0003811182,0.9944207,0.003376448],"study_design_scores_gemma":[0.000358252,0.00004506651,0.005932909,0.004828123,0.00007439707,0.0003101777,0.01914266,0.0003386204,0.0007358893,0.004016218,0.9639494,0.0002681997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004105954,0.003693317,0.006578582,0.4807838,0.2962982,0.02069964,0.1284667,0.003929859,0.05544396],"genre_scores_gemma":[0.04655334,0.005859372,0.01923097,0.2583467,0.03174943,0.1127978,0.03020807,0.004937548,0.4903168],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9807969,"threshold_uncertainty_score":0.850327,"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."}}