{"id":"W4280500374","doi":"10.1080/22423982.2022.2076977","title":"To stay or not to stay: the role of sense of belonging in the retention of physicians in rural areas","year":2022,"lang":"en","type":"article","venue":"International Journal of Circumpolar Health","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Sense of community; Reciprocity (cultural anthropology); Workforce; Rural area; Public relations; Incentive; Call to action; Economic growth; Social connectedness; Medicine; Psychology; Sociology; Political science; Business; Social psychology; Marketing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004801401,0.0001208048,0.0004704488,0.0005252704,0.0001932991,0.000005572231,0.0007127877,0.00004871537,0.0001208593],"category_scores_gemma":[0.0005046431,0.00008370036,0.0001143097,0.000717939,0.00003850667,0.0001253604,0.0001736038,0.0008744684,0.000002996909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008830818,"about_ca_system_score_gemma":0.001112332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006060167,"about_ca_topic_score_gemma":0.002482072,"domain_scores_codex":[0.9944339,0.00171382,0.001884466,0.0001271061,0.001434157,0.0004065704],"domain_scores_gemma":[0.9965713,0.0008274035,0.001656989,0.0002493529,0.0005938013,0.0001011509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01042343,0.00167963,0.5613424,0.0007862319,0.0002372411,0.0001302123,0.3075083,0.01351529,0.01003264,0.02678619,0.005244985,0.06231346],"study_design_scores_gemma":[0.002890897,0.002161141,0.6917824,0.004688924,0.00002642538,0.0001140634,0.2682005,0.0007261946,0.0007379675,0.004032326,0.02440917,0.0002300532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759594,0.0004033525,0.0001223205,0.02161903,0.0007175673,0.0008226953,0.0001826088,0.000004200073,0.0001687963],"genre_scores_gemma":[0.993684,0.0001162959,0.0002382479,0.00569621,0.0001797085,0.00002149829,0.000008888953,0.00001584013,0.00003928708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.13044,"threshold_uncertainty_score":0.91612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03393474246836744,"score_gpt":0.4261183315438987,"score_spread":0.3921835890755312,"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."}}