{"id":"W208020573","doi":"10.1155/2000/704369","title":"Respirology Manpower in Canada ‐‐ A Report for the Canadian Thoracic Society Education Committee","year":2000,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Radiology practices and education","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Royal University Hospital","funders":"Royal College of Physicians and Surgeons of Canada","keywords":"Medicine; General surgery; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001288088,0.0001377299,0.0002073235,0.0002084116,0.0007959711,0.00006110996,0.0001951902,0.0001692788,0.001504763],"category_scores_gemma":[0.0002591906,0.0001113468,0.0000979321,0.0002333663,0.00008302042,0.000127247,0.00000290436,0.0007627668,0.00001671161],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005968647,"about_ca_system_score_gemma":0.1153273,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9986655,"about_ca_topic_score_gemma":0.999984,"domain_scores_codex":[0.9984434,0.0001246476,0.0004300186,0.0002153552,0.000157843,0.0006287256],"domain_scores_gemma":[0.9979922,0.0001542971,0.0001502968,0.0003792568,0.0002180128,0.001105944],"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":[0.0001135718,0.00002728185,0.3186845,0.00002038217,0.0001098926,0.0007282639,0.0005804577,0.0001247379,0.00002247939,0.00009929771,0.5644265,0.1150626],"study_design_scores_gemma":[0.0002250403,0.00004824124,0.2685588,0.0000200046,0.00004491439,0.002688885,0.0007438199,0.00006782611,0.000003078382,0.00007291783,0.7274406,0.00008584517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9086698,0.002809964,0.000009805629,0.07567704,0.001688216,0.0006415894,0.00001889351,0.000005310779,0.01047935],"genre_scores_gemma":[0.9269326,0.00009812322,0.0002410263,0.06800749,0.00115581,0.00007851054,0.00003343808,0.00002974729,0.003423277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1630141,"threshold_uncertainty_score":0.999408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03808733480475278,"score_gpt":0.3345573086992505,"score_spread":0.2964699738944977,"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."}}