{"id":"W2110000199","doi":"10.22605/rrh1864","title":"Generational differences in factors influencing physicians to choose a work location","year":2012,"lang":"en","type":"article","venue":"Rural and Remote Health","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Royal University Hospital; Memorial University of Newfoundland","funders":"Canadian Institutes of Health Research; Newfoundland and Labrador Centre for Applied Health Research","keywords":"Graduation (instrument); Workforce; Economic shortage; Thematic analysis; Family medicine; Work (physics); Population; Location; Medical education; Medicine; Psychology; Qualitative research; Demography; Geography; Sociology; Political science; Government (linguistics)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000456422,0.0001544032,0.0003015534,0.0001030442,0.0006548353,0.000008438539,0.00007589084,0.0001190565,0.00003906386],"category_scores_gemma":[0.00006739375,0.0001185277,0.00001907519,0.0005165366,0.00002557328,0.0001713508,0.00005532619,0.0003629524,0.0000864917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003896228,"about_ca_system_score_gemma":0.0002348072,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00831165,"about_ca_topic_score_gemma":0.001768779,"domain_scores_codex":[0.9978933,0.0003449008,0.0005061562,0.0001719391,0.000211159,0.0008725181],"domain_scores_gemma":[0.9990504,0.0001594876,0.0001656506,0.0001365248,0.00006561029,0.0004222934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003091758,0.00003762157,0.89772,0.0002613858,0.000003555626,1.951789e-7,0.02718769,0.00002172013,0.00002088609,0.0006747198,0.001256692,0.07278465],"study_design_scores_gemma":[0.0002045111,0.00005033654,0.9871961,0.001337635,0.000001885632,4.447758e-7,0.007764974,0.0001275846,0.000004463429,0.0001654254,0.0030236,0.0001230539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990122,0.001600819,0.0001795031,0.006354203,0.0006426881,0.0007665774,0.000005822921,0.00005924448,0.0002691308],"genre_scores_gemma":[0.9911258,0.0003369158,0.0009834402,0.00625123,0.0005577139,0.00001104682,0.00002364124,0.00001302039,0.0006971723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08947612,"threshold_uncertainty_score":0.9982921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05344980672828874,"score_gpt":0.3945962314877582,"score_spread":0.3411464247594694,"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."}}