{"id":"W2468403822","doi":"10.1017/s148180350000912x","title":"Report on 2003 CAEP Research Grants Competition","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Association of Emergency Physicians","funders":"","keywords":"Competition (biology); Medicine; Medical education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01926688,0.00110548,0.001170998,0.004758139,0.007204064,0.01246044,0.004127515,0.02737613,0.03662634],"category_scores_gemma":[0.05811982,0.001089711,0.001972659,0.003302568,0.001656245,0.003477946,0.005728326,0.01502759,0.009861974],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01155631,"about_ca_system_score_gemma":0.05508567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1298447,"about_ca_topic_score_gemma":0.1731508,"domain_scores_codex":[0.9615185,0.002400934,0.00132576,0.001819597,0.02483227,0.008103037],"domain_scores_gemma":[0.9441164,0.01793602,0.002365439,0.002037152,0.02002445,0.01352066],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004078294,0.0003517933,0.005387436,0.0001005655,0.00005953736,0.0009010271,0.0002917809,0.000258986,0.0008544676,0.01204682,0.9657549,0.01358485],"study_design_scores_gemma":[0.0002713243,0.0002922019,0.0308117,0.0001115706,0.00007902941,0.0005028388,0.001179148,0.0008713326,0.002107048,0.002525914,0.9611494,0.0000985597],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09333707,0.004719552,0.005433647,0.4150268,0.04227771,0.003115201,0.02626473,0.003160548,0.4066646],"genre_scores_gemma":[0.1460177,0.001570671,0.002429278,0.2456367,0.007497644,0.002610622,0.01150655,0.0004371552,0.5822937],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9884437,"threshold_uncertainty_score":0.2581779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1274472019500996,"score_gpt":0.3970913918634071,"score_spread":0.2696441899133076,"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."}}