{"id":"W2243352604","doi":"","title":"Selecting emergency medicine: rationales from perspective of Iranian residents.","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Specialty; Medicine; Thematic analysis; Work (physics); Schedule; Snowball sampling; Perspective (graphical); Medical education; Quality (philosophy); Qualitative research; Family medicine; Management","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":[0.01198218,0.0003985258,0.0003039041,0.001857114,0.006321693,0.003211,0.00115833,0.001747095,0.001560096],"category_scores_gemma":[0.02106125,0.0004067582,0.0003267677,0.001122015,0.006570238,0.002586653,0.00362818,0.003353866,0.0002664741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004350758,"about_ca_system_score_gemma":0.007457869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004962217,"about_ca_topic_score_gemma":0.01386041,"domain_scores_codex":[0.9935386,0.004504882,0.0002528579,0.0002408316,0.0008680461,0.0005947931],"domain_scores_gemma":[0.9856039,0.009758315,0.00119385,0.0001665807,0.001970679,0.00130658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001901651,0.00005059122,0.009234112,0.0003527701,0.000005661716,0.001660316,0.9713336,0.00003934945,0.0007260946,0.005336511,0.002255928,0.008985997],"study_design_scores_gemma":[0.000004384423,0.00002438844,0.003008749,0.0002739859,0.00000385684,0.0005989723,0.9837847,0.0000765144,0.0001710355,0.0009860984,0.0110542,0.00001312212],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9328691,0.002023652,0.006503658,0.03523009,0.0004372521,0.0007003844,0.0001890684,0.00002706565,0.02201967],"genre_scores_gemma":[0.9864857,0.001632087,0.004473575,0.004509277,0.00006462734,0.0003858105,0.00005759033,0.00001424478,0.002376977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01198218,"threshold_uncertainty_score":0.06336856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04355927399077525,"score_gpt":0.292225569793802,"score_spread":0.2486662958030267,"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."}}