{"id":"W4416510795","doi":"10.21956/mep.20512.r32012","title":"Referee report. For: Rewards and recognition for Canadian distributed medical education preceptors: a qualitative analysis [version 1; peer review: 1 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0197663,0.001415635,0.002256541,0.006851298,0.00912963,0.006111817,0.003270978,0.005893608,0.3928262],"category_scores_gemma":[0.3827562,0.0009259793,0.002028321,0.006655986,0.002484021,0.005047712,0.005368595,0.007235397,0.08507317],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01188022,"about_ca_system_score_gemma":0.02383852,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1349899,"about_ca_topic_score_gemma":0.1588077,"domain_scores_codex":[0.9841565,0.004883515,0.001991773,0.001263961,0.006643721,0.001060494],"domain_scores_gemma":[0.5969975,0.1180264,0.006318169,0.01008032,0.2629171,0.005660444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001481272,0.00001063133,0.0001021187,0.0005451903,0.000005608317,0.00005464623,0.001034128,0.00001228637,0.00008447242,0.0003851931,0.9943779,0.003373007],"study_design_scores_gemma":[0.0003445226,0.00004372363,0.005851786,0.005093319,0.00007377634,0.0003140748,0.02009105,0.0003392176,0.0007120689,0.004071341,0.962796,0.000269058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003891857,0.003791338,0.006236242,0.495484,0.2915827,0.01960151,0.1246496,0.003700045,0.05106268],"genre_scores_gemma":[0.04658883,0.00625241,0.01958849,0.2755494,0.03183578,0.1135304,0.02989548,0.00481942,0.4719397],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9881198,"threshold_uncertainty_score":0.8660598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0904103350146335,"score_gpt":0.4858520904593486,"score_spread":0.395441755444715,"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."}}