{"id":"W4300690751","doi":"","title":"Hiring intentions and remuneration of veterinary practitioners in western Canada.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Remuneration; Veterinary medicine; Medicine; Demographics; Economic shortage; Private practice; Demography; Family medicine; Geography; Business; Sociology; Finance","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":[0.001466652,0.0001464595,0.0001231886,0.001045822,0.002724534,0.001324419,0.0006769148,0.0004932294,0.007258732],"category_scores_gemma":[0.006066152,0.0001905846,0.0002406169,0.001449609,0.0007838499,0.0004625852,0.001055809,0.0009132935,0.0008099604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009142148,"about_ca_system_score_gemma":0.02456707,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9565575,"about_ca_topic_score_gemma":0.9798478,"domain_scores_codex":[0.998823,0.0001397191,0.00006341231,0.00008506473,0.0004081904,0.0004805906],"domain_scores_gemma":[0.9913299,0.0007522115,0.001845245,0.0001338704,0.002509314,0.003429438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003499319,0.00005011745,0.985198,0.00002435607,0.000006978849,0.00007924346,0.004346268,0.00002781349,0.00009223884,0.0001006511,0.002464903,0.007574361],"study_design_scores_gemma":[0.000004169618,0.00002755451,0.9756262,0.00006206125,0.000006867539,0.00006470455,0.02141168,0.000128754,0.00003527369,0.00003131179,0.002595979,0.000005447659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886072,0.0006223699,0.00006491746,0.00151416,0.00003329862,0.00003849623,0.0007223457,0.000007334729,0.008389831],"genre_scores_gemma":[0.9926886,0.0003129186,0.0001073195,0.0002674478,0.00001117013,0.00001729409,0.0002325555,0.000004633293,0.006358085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04344255,"threshold_uncertainty_score":0.08739674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2838050527579459,"score_gpt":0.4314319148737829,"score_spread":0.147626862115837,"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."}}