{"id":"W2803484964","doi":"10.26685/urncst.52","title":"14 Years of Progress: Canadian Undergraduate Conference on Healthcare","year":2018,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Queen's University","funders":"","keywords":"Health care; Competition (biology); Undergraduate research; Medical education; Political science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01964688,0.001760513,0.001249796,0.00296288,0.01014019,0.01367923,0.004239191,0.008158135,0.02646979],"category_scores_gemma":[0.03691347,0.0006783233,0.001399569,0.003143133,0.004225065,0.003350872,0.006329963,0.01577277,0.005729032],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07152085,"about_ca_system_score_gemma":0.2699098,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7793866,"about_ca_topic_score_gemma":0.900888,"domain_scores_codex":[0.9792325,0.001658182,0.0008297459,0.0008391324,0.01261887,0.004821569],"domain_scores_gemma":[0.920961,0.002085931,0.0008710597,0.00100394,0.03585661,0.03922154],"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":[0.0000272226,0.00002630987,0.0002141763,0.0001122239,0.000007265923,0.00006139847,0.0002146717,0.00003936418,0.00008276656,0.002157865,0.9795873,0.01746942],"study_design_scores_gemma":[0.00001111092,0.00001527527,0.001217251,0.0001856985,0.000007662413,0.00004426605,0.000662898,0.00003208403,0.00004676184,0.0004481448,0.9973017,0.00002703445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.001627865,0.04101691,0.000703881,0.4331166,0.4804475,0.0002389014,0.0006075032,0.0001778772,0.04206301],"genre_scores_gemma":[0.07322982,0.09012917,0.004427997,0.3036017,0.2099305,0.0004920075,0.003102059,0.0006015768,0.3144852],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9284791,"threshold_uncertainty_score":0.5189225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1636555961910602,"score_gpt":0.5374944206892778,"score_spread":0.3738388244982175,"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."}}