{"id":"W1544058656","doi":"10.25011/cim.v34i6.15901","title":"Abstracts of the 3rd Annual Canadian National Medical Student Research Symposium","year":2011,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical research; Medical education; Library science; Medicine; Medical school; Political science; Family medicine; Pathology; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.005358506,0.00109186,0.001207105,0.003667104,0.00326481,0.004296925,0.001624009,0.002167422,0.1299104],"category_scores_gemma":[0.009299389,0.0004170591,0.0008705337,0.002417073,0.0006763194,0.0006582641,0.001722031,0.002086602,0.04584195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02147066,"about_ca_system_score_gemma":0.05555448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2919628,"about_ca_topic_score_gemma":0.5530363,"domain_scores_codex":[0.9932962,0.0004602333,0.0002697495,0.0002427696,0.00505866,0.0006723435],"domain_scores_gemma":[0.9754116,0.0003967815,0.0003870873,0.0002102814,0.01920909,0.004385184],"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":[0.00008525021,0.00002355523,0.0002395283,0.0001584296,0.000007476952,0.00003443835,0.00003560885,0.0000252633,0.0002188285,0.0002367283,0.9798878,0.01904698],"study_design_scores_gemma":[0.00002767471,0.00003440932,0.003078794,0.0003140835,0.00001660887,0.00005000767,0.0001437347,0.00003808728,0.0002041044,0.000180677,0.995893,0.00001882256],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006966112,0.108359,0.001805384,0.132541,0.2737532,0.002801923,0.02766719,0.0004901008,0.4456162],"genre_scores_gemma":[0.02041831,0.06932674,0.002086099,0.009412067,0.03997938,0.001034653,0.01461091,0.0002271488,0.8429046],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2919628,"threshold_uncertainty_score":0.5805267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4127307594934665,"score_gpt":0.506670911916288,"score_spread":0.09394015242282144,"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."}}