{"id":"W2942901520","doi":"10.1136/sbmj.00029a","title":"Canada needs more medical students","year":2000,"lang":"en","type":"article","venue":"BMJ","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Computer science; Medicine","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":[0.004187078,0.001058694,0.001248828,0.001742978,0.01826635,0.009677649,0.003073845,0.0185468,0.1619354],"category_scores_gemma":[0.01115003,0.0008275139,0.002320563,0.002799995,0.002723923,0.003698515,0.007325392,0.010582,0.02693252],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0398139,"about_ca_system_score_gemma":0.3497719,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8863428,"about_ca_topic_score_gemma":0.9654633,"domain_scores_codex":[0.9872776,0.0006050576,0.0002499576,0.0007302719,0.003965264,0.007171792],"domain_scores_gemma":[0.9128873,0.001213293,0.0006768721,0.0005848266,0.01086301,0.07377473],"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":[0.00002559253,0.0000932359,0.001242544,0.0001289591,0.000008470233,0.0001293888,0.0001822296,0.00002875868,0.0001012527,0.001753693,0.9810022,0.01530371],"study_design_scores_gemma":[0.00009754393,0.00007779996,0.005078832,0.0002539626,0.00001902715,0.0001025475,0.001591553,0.00004562323,0.00005567753,0.0008442106,0.991795,0.00003817949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006865814,0.004027155,0.0002224148,0.8788607,0.02284672,0.0002425164,0.003723513,0.0005432142,0.08266798],"genre_scores_gemma":[0.03121325,0.005981692,0.00205351,0.6634107,0.006433787,0.0002601929,0.00384748,0.0002674519,0.286532],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9601861,"threshold_uncertainty_score":0.5417278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03340102569723301,"score_gpt":0.4764503560768222,"score_spread":0.4430493303795892,"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."}}