{"id":"W2010726125","doi":"10.1016/j.jpeds.2013.01.001","title":"Innovation in Physician Recruitment &amp; Wellness: A Pilot Orientation Program","year":2013,"lang":"en","type":"editorial","venue":"The Journal of Pediatrics","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Orientation (vector space); Medical education; Family 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":[0.0274156,0.001944866,0.002067305,0.002088177,0.003448699,0.007063367,0.003566443,0.02065477,0.008680289],"category_scores_gemma":[0.04928976,0.0009087889,0.003326046,0.001059186,0.00216468,0.002245413,0.001352604,0.01841944,0.003717501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00451494,"about_ca_system_score_gemma":0.01091209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0036101,"about_ca_topic_score_gemma":0.01198828,"domain_scores_codex":[0.9857613,0.00243413,0.001574447,0.001151823,0.008146841,0.0009314145],"domain_scores_gemma":[0.9343283,0.02937534,0.001937664,0.001467549,0.01996226,0.01292876],"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":[0.0001511464,0.0002630784,0.0001828405,0.0006443854,0.00006235136,0.0001914179,0.00004121181,0.00003113451,0.0001430031,0.0002019683,0.9710252,0.02706223],"study_design_scores_gemma":[0.001182915,0.0006401472,0.006863996,0.001797928,0.0005996572,0.0002929372,0.000341434,0.0003408728,0.0006003662,0.0007153611,0.9865642,0.00006012913],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0005746362,0.004879246,0.0002586859,0.07672042,0.9147075,0.0002793325,0.00008772402,0.00009370841,0.00239875],"genre_scores_gemma":[0.003745257,0.00793091,0.000842801,0.05651516,0.921365,0.0003876799,0.00007704768,0.00006016111,0.009076008],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0274156,"threshold_uncertainty_score":0.1449893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2081895376891447,"score_gpt":0.5199890418574301,"score_spread":0.3117995041682854,"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."}}