{"id":"W2986266141","doi":"10.22454/fammed.2019.595923","title":"Response to “Community Preceptor Perspectives on Recruitment and Retention: The CoPPRR Study”","year":2019,"lang":"en","type":"letter","venue":"Family Medicine","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"NOSM University","funders":"","keywords":"Preceptor; Psychology; Medical education; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01902959,0.001155495,0.001961766,0.001088684,0.01795216,0.007744906,0.004711804,0.1058295,0.01413839],"category_scores_gemma":[0.07134537,0.002257287,0.001940835,0.001304118,0.005052145,0.005194733,0.005518109,0.08246084,0.005895648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01134489,"about_ca_system_score_gemma":0.02404693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0245255,"about_ca_topic_score_gemma":0.04908933,"domain_scores_codex":[0.9845194,0.005122228,0.001555761,0.001764316,0.0028718,0.004166511],"domain_scores_gemma":[0.9464635,0.02527732,0.003422269,0.001164178,0.007387242,0.01628547],"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":[0.0001255786,0.00008126892,0.001187366,0.00008949365,0.00002286603,0.002399382,0.001024385,0.00004517916,0.0002329734,0.001039831,0.9892782,0.004473548],"study_design_scores_gemma":[0.0003553794,0.0003450725,0.006283483,0.001114777,0.0001008466,0.002469684,0.009937018,0.0007669603,0.0006357626,0.003795905,0.9739265,0.0002686951],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006855804,0.000200057,0.0000590454,0.9905943,0.007399613,0.00003697166,0.00004759717,0.00002248209,0.000954442],"genre_scores_gemma":[0.002001201,0.0001139202,0.0001161216,0.9891398,0.005791337,0.000111027,0.00001451589,0.00002474456,0.002687281],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1058295,"threshold_uncertainty_score":0.1006393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2197855027539722,"score_gpt":0.3976744668580393,"score_spread":0.1778889641040671,"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."}}