{"id":"W1488786993","doi":"","title":"Family physician work force projections in Saskatchewan","year":2008,"lang":"en","type":"article","venue":"University Library - University of Saskatchewan (University of Saskatchewan)","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Medicine; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007863719,0.0004874097,0.0003040501,0.003009109,0.001430471,0.00193735,0.001505086,0.0007630498,0.007639245],"category_scores_gemma":[0.001954114,0.0005682267,0.0007428355,0.006287604,0.0002789677,0.0007555784,0.001671382,0.00108055,0.001921264],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02398398,"about_ca_system_score_gemma":0.04954107,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.966524,"about_ca_topic_score_gemma":0.9906976,"domain_scores_codex":[0.9990452,0.0001444933,0.00009707097,0.00008396883,0.0002353422,0.0003939162],"domain_scores_gemma":[0.9973472,0.0002382256,0.0003182817,0.00008047653,0.001225276,0.0007904738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004319834,0.000192298,0.8826103,0.0002787013,0.0003202363,0.001093432,0.001582739,0.004757689,0.00126314,0.00158424,0.05674357,0.04914159],"study_design_scores_gemma":[0.00005438551,0.00004046879,0.9788954,0.00013773,0.00005875934,0.000207227,0.006145193,0.002454409,0.0003296768,0.0002710982,0.01135978,0.00004582917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8969814,0.001411572,0.0009338125,0.005521274,0.0001142688,0.0002119231,0.06937132,0.0001659737,0.0252884],"genre_scores_gemma":[0.9349934,0.003607028,0.00130601,0.002240569,0.00003934984,0.0003554025,0.0254851,0.00005093199,0.03192221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.976016,"threshold_uncertainty_score":0.1740168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02171882466092192,"score_gpt":0.2447489645721455,"score_spread":0.2230301399112236,"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."}}