{"id":"W2149252891","doi":"10.1016/j.rcae.2012.05.008","title":"Strategies and obstacles to research development in anesthesiology programs: Consensus document in Colombia","year":2012,"lang":"en","type":"article","venue":"Colombian Journal of Anesthesiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Anesthesiology; Latin Americans; Medicine; Library science; Intensive care; Pain medicine; Medical education; Humanities; Political science; Anesthesia; Law","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":[0.1077689,0.001203385,0.001688285,0.006498907,0.006513301,0.01915758,0.004489906,0.009067167,0.004090549],"category_scores_gemma":[0.09094921,0.001184512,0.001714702,0.006698658,0.004604746,0.006973223,0.01251968,0.008161751,0.000570961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03167817,"about_ca_system_score_gemma":0.1997869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0775337,"about_ca_topic_score_gemma":0.1141543,"domain_scores_codex":[0.9359814,0.02358936,0.01609666,0.003340117,0.0134515,0.007540981],"domain_scores_gemma":[0.8634892,0.05640096,0.01207443,0.002793568,0.04652545,0.01871641],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003518128,0.0003833141,0.04312018,0.05277532,0.000577135,0.003679294,0.04325017,0.001284282,0.002630328,0.07840445,0.2052589,0.5682847],"study_design_scores_gemma":[0.0002302614,0.0001133081,0.02590822,0.05647807,0.0005840447,0.0008778995,0.05773488,0.0006004766,0.001125733,0.008893897,0.8471944,0.0002586966],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02078122,0.2459129,0.004981884,0.6769676,0.005466056,0.001936877,0.0005197399,0.0001927212,0.04324109],"genre_scores_gemma":[0.3978845,0.3411859,0.07330035,0.1600962,0.00243169,0.005221112,0.001626288,0.0003073878,0.01794655],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8922311,"threshold_uncertainty_score":0.5699432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0627042859561874,"score_gpt":0.3552962207566907,"score_spread":0.2925919348005033,"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."}}