{"id":"W2887342845","doi":"10.1542/peds.2018-0673","title":"Recruitment and Retention of Community Preceptors","year":2018,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Incentive; Psychological intervention; Stakeholder; Medical education; Family medicine; Descriptive statistics; Grant writing; Nursing","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":[0.01323973,0.0001867776,0.0001857741,0.000930164,0.002342299,0.002141269,0.001544565,0.0007901761,0.007917915],"category_scores_gemma":[0.03486827,0.0002357945,0.0001548115,0.0005760904,0.0008005534,0.0008673675,0.002998178,0.001119509,0.001222933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00169868,"about_ca_system_score_gemma":0.01349091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003440734,"about_ca_topic_score_gemma":0.007722212,"domain_scores_codex":[0.9898105,0.004897111,0.000387335,0.0006677725,0.002196804,0.002040514],"domain_scores_gemma":[0.9731585,0.005557593,0.004728844,0.0008580037,0.003757263,0.01193967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002453318,0.001376905,0.6129747,0.0005092486,0.00002563846,0.0006619191,0.01742907,0.0001542093,0.002517657,0.001223233,0.0179655,0.3449166],"study_design_scores_gemma":[0.0003154629,0.003936636,0.8113976,0.001604124,0.00004752831,0.002789168,0.0889978,0.001296191,0.003196511,0.002491796,0.08385787,0.00006927983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9623825,0.001592495,0.002562055,0.009999942,0.0001679624,0.0008920687,0.0001713683,0.00005653692,0.02217502],"genre_scores_gemma":[0.9891207,0.000900757,0.002843172,0.002537704,0.0001882627,0.0004673912,0.0001936851,0.00001268172,0.003735621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01323973,"threshold_uncertainty_score":0.07001919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2011440317741139,"score_gpt":0.4486929408926671,"score_spread":0.2475489091185532,"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."}}