{"id":"W4416824909","doi":"10.21956/mep.20170.r31176","title":"Referee report. For: Exploring social accountability in Canadian medical schools: broader perspectives [version 1; peer review: awaiting peer review]","year":2021,"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":"Accountability; Negotiation; Action (physics); Peer review; Qualitative research; Social accounting","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":[],"consensus_categories":[],"category_scores_codex":[0.01818667,0.001674832,0.002997257,0.005504996,0.01385133,0.007709687,0.006591239,0.02092524,0.2941716],"category_scores_gemma":[0.2459472,0.001096201,0.003163838,0.005207436,0.002809928,0.004860895,0.005171171,0.01342142,0.1169322],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02201957,"about_ca_system_score_gemma":0.03584873,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.43764,"about_ca_topic_score_gemma":0.5028498,"domain_scores_codex":[0.9743673,0.002789692,0.002629388,0.001990986,0.01590519,0.002317483],"domain_scores_gemma":[0.6155186,0.06954978,0.00509705,0.006896403,0.2930777,0.00986048],"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":[0.000004262299,0.000003195704,0.0000269999,0.0000472488,0.000002051748,0.0000255517,0.00003443625,0.000003770951,0.00001979187,0.0001277121,0.9986474,0.001057696],"study_design_scores_gemma":[0.00006487528,0.00001747761,0.003011288,0.0004331609,0.00003600908,0.0001404998,0.0009094563,0.0001527964,0.000188621,0.0008339928,0.9940588,0.0001530184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003054263,0.002695513,0.0009236094,0.6172892,0.3342092,0.001711338,0.01249044,0.00179389,0.02858122],"genre_scores_gemma":[0.009908057,0.004029238,0.002777426,0.4594494,0.08668537,0.004066883,0.00575847,0.001220294,0.4261048],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9779804,"threshold_uncertainty_score":0.9841021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.158070977945552,"score_gpt":0.4808991756058921,"score_spread":0.3228281976603401,"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."}}