{"id":"W7006743440","doi":"","title":"You Can't Be A Doctor In Canada If You Don't Study Here","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Sustainability, Governance, and Employment Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economic shortage; Face (sociological concept); General practice; Primary care; MEDLINE","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005348324,0.0003448062,0.0005625507,0.00008092332,0.0002165288,0.00005303554,0.0004748144,0.0002232743,0.07952917],"category_scores_gemma":[0.0007287204,0.0003480146,0.0001057782,0.00003852324,0.0001992741,4.00028e-7,0.000142387,0.0002741631,0.0005468519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001302045,"about_ca_system_score_gemma":0.0008870588,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9980583,"about_ca_topic_score_gemma":0.9993862,"domain_scores_codex":[0.9971763,0.0001894561,0.0006777573,0.0002971318,0.001067115,0.0005921792],"domain_scores_gemma":[0.9985145,0.0002079546,0.0006082271,0.0003463773,0.0001786538,0.0001442605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003499674,0.00007776233,0.005635062,0.0001836244,0.00007581492,0.00006861888,0.006454111,0.00007921901,1.412538e-9,0.00002846104,0.9864799,0.0008823993],"study_design_scores_gemma":[0.0005220936,0.00007975559,0.0009936807,0.0001160704,0.00003462366,0.00000119728,0.06285404,7.627468e-7,8.925799e-8,0.000006875935,0.93506,0.0003307902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00456659,0.0001736575,9.638005e-9,0.001248606,0.0007876674,0.001137516,0.0002364979,0.0002021581,0.9916473],"genre_scores_gemma":[0.01727168,0.0004788983,0.00001307066,0.0002428173,0.0002287719,0.00007358828,0.00001960731,0.0001261505,0.9815454],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07898232,"threshold_uncertainty_score":0.9998972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01055230381061783,"score_gpt":0.224760014635025,"score_spread":0.2142077108244072,"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."}}