{"id":"W2749526433","doi":"10.1177/1043454217723861","title":"The Clinical Research Associate Retention Study: A Report From the Children’s Oncology Group","year":2017,"lang":"en","type":"article","venue":"Journal of Pediatric Oncology Nursing","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Montreal Children's Hospital","funders":"National Cancer Institute; National Institutes of Health; Children’s Oncology Group","keywords":"Salary; Workload; Job satisfaction; Principal (computer security); Population; Psychology; Medicine; Pediatric oncology; Medical education; Family medicine; Nursing; Political science; Management; Internal medicine; Social psychology; Cancer","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008992323,0.0002303303,0.000357127,0.001539884,0.002103286,0.001764495,0.0007282659,0.0007357151,0.001730973],"category_scores_gemma":[0.0194975,0.0003048161,0.000344702,0.002455274,0.0007782287,0.001015561,0.001525049,0.001727505,0.0004234821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001522957,"about_ca_system_score_gemma":0.00683058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0275195,"about_ca_topic_score_gemma":0.04346199,"domain_scores_codex":[0.9952467,0.001602343,0.0004312597,0.0002932684,0.001728833,0.000697539],"domain_scores_gemma":[0.9757482,0.007429382,0.006622282,0.001032539,0.004728911,0.004438669],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001420145,0.0005453043,0.9473729,0.0001055171,0.0000550143,0.0008112502,0.01320251,0.00003075021,0.0002268207,0.000171267,0.01784664,0.01949001],"study_design_scores_gemma":[0.00004907629,0.0006347895,0.9409705,0.000159009,0.00007189901,0.001485926,0.03793241,0.0001116295,0.0003445697,0.00004370088,0.01815851,0.0000380437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880704,0.0007302368,0.0001795689,0.006246121,0.0001106611,0.0001180474,0.0006371493,0.00001114673,0.003896587],"genre_scores_gemma":[0.9903197,0.001951556,0.0002741587,0.003762851,0.0002406693,0.0002713596,0.0008790257,0.00002347616,0.002277153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9910077,"threshold_uncertainty_score":0.05471861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4441046539321905,"score_gpt":0.6281804556680871,"score_spread":0.1840758017358966,"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."}}