{"id":"W2069131552","doi":"10.1016/s0840-4704(10)60366-3","title":"Factors Influencing Successful Physician Recruitment in Pediatrics and Internal Medicine","year":2005,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capital District Health Authority; Dalhousie University","funders":"","keywords":"Staffing; Demographics; Family medicine; Recreation; Medicine; Compensation (psychology); Psychology; Medical education; Nursing; Demography; Political science; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.009051303,0.0001867699,0.0002861046,0.001142049,0.005499932,0.002237619,0.001048185,0.001043447,0.00454238],"category_scores_gemma":[0.05533211,0.0002603316,0.0002105809,0.001335342,0.001787716,0.000639785,0.002252688,0.001606997,0.0006150664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006012292,"about_ca_system_score_gemma":0.01865299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1195015,"about_ca_topic_score_gemma":0.2456692,"domain_scores_codex":[0.9847218,0.005325749,0.0005533874,0.0003691959,0.003754093,0.005275757],"domain_scores_gemma":[0.962412,0.007920042,0.006054096,0.0003802543,0.004323479,0.01891021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001494352,0.0004464349,0.9402262,0.0001156311,0.0000158464,0.0004607708,0.02007566,0.00008551928,0.000542043,0.0006569551,0.005897275,0.03132813],"study_design_scores_gemma":[0.00001571204,0.000148702,0.9619253,0.00008643685,0.00000442022,0.0002808851,0.03064778,0.0001625674,0.0001232356,0.0001331802,0.006455338,0.0000165165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877987,0.0006847232,0.0002149967,0.004785176,0.00008481323,0.0001309391,0.00004816891,0.00001209164,0.006240448],"genre_scores_gemma":[0.9973532,0.0002819106,0.0004078184,0.0007711049,0.0000674772,0.00005948417,0.00004998466,0.000007379448,0.001001597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1195015,"threshold_uncertainty_score":0.2376119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06822546898269749,"score_gpt":0.3509277540395114,"score_spread":0.2827022850568139,"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."}}