{"id":"W1998448444","doi":"10.1097/pec.0b013e3181b09d19","title":"Career Longevity in Clinical Pediatric Emergency Medicine","year":2009,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine; Longevity; Emergency physician; Clinical Practice; Pediatric emergency medicine; Quarter (Canadian coin); Gerontology; Emergency department; 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":[0.003981043,0.0001232482,0.0001387292,0.0008348126,0.0007125316,0.0007732662,0.000333955,0.0004700401,0.004590095],"category_scores_gemma":[0.01784258,0.0001332979,0.0001999021,0.0005781234,0.0002993471,0.0009466494,0.001251293,0.0007719873,0.0005308464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005581003,"about_ca_system_score_gemma":0.001465388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001365484,"about_ca_topic_score_gemma":0.003087914,"domain_scores_codex":[0.9977738,0.001012727,0.0002222548,0.0001120597,0.0004996731,0.0003793299],"domain_scores_gemma":[0.9823184,0.003036172,0.006129303,0.0001942276,0.001746543,0.006575347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004608876,0.0001678356,0.9687177,0.0000848969,0.00001471024,0.0001013675,0.001159608,0.0001194549,0.00006562044,0.0001812888,0.002872752,0.02646852],"study_design_scores_gemma":[0.000007306377,0.0002199814,0.9914548,0.0001820119,0.000006122016,0.0004251883,0.00244696,0.0002160867,0.00003371293,0.0001542011,0.004846887,0.000006651942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877845,0.002093285,0.0002231135,0.004114194,0.0001158654,0.00003394809,0.0002715657,0.00001076848,0.005352742],"genre_scores_gemma":[0.9973891,0.0009566577,0.0003048888,0.0004323565,0.0001052011,0.00002573706,0.0002149047,0.000002566313,0.0005685553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004590095,"threshold_uncertainty_score":0.02105397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06697994131400294,"score_gpt":0.3828888064626657,"score_spread":0.3159088651486628,"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."}}