{"id":"W2004246796","doi":"10.1503/cmaj.109-4835","title":"New national medical electives portal","year":2014,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"World Wide Web; Computer science; Feature (linguistics); Service (business); Internet portal; Medical education; Medicine; Multimedia; Data science; The Internet; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002845558,0.000534767,0.0006187293,0.003677831,0.002641952,0.003725436,0.001671563,0.00120076,0.3313118],"category_scores_gemma":[0.006877668,0.0006416463,0.0006433094,0.003005264,0.0005103087,0.002356628,0.004367905,0.002108468,0.144207],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00682951,"about_ca_system_score_gemma":0.03061319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1958559,"about_ca_topic_score_gemma":0.4868324,"domain_scores_codex":[0.9985759,0.0001209037,0.00009607881,0.0001122188,0.0006298133,0.0004650569],"domain_scores_gemma":[0.9780411,0.0007398192,0.0003339465,0.0007315731,0.006302439,0.01385123],"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":[0.00004371531,0.00005263963,0.0005702957,0.00005491789,0.000001749248,0.00003426809,0.00003570081,0.00002353721,0.0001657997,0.0008876079,0.9558461,0.04228368],"study_design_scores_gemma":[0.00002750066,0.00001243412,0.003412999,0.00003276569,0.000002056202,0.00004909092,0.00008055514,0.00007253493,0.00009302627,0.0002744531,0.995927,0.00001547784],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01004158,0.00160057,0.00714489,0.02702969,0.006638311,0.001384021,0.1254965,0.02769646,0.792968],"genre_scores_gemma":[0.02009241,0.002179976,0.02521469,0.008490209,0.00168448,0.0006167908,0.1316732,0.002950468,0.8070977],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9931705,"threshold_uncertainty_score":0.9538026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01589079618575328,"score_gpt":0.3846393776678568,"score_spread":0.3687485814821035,"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."}}