{"id":"W2101656460","doi":"","title":"Es necesario evaluar la competencia clínica de los especialistas","year":2011,"lang":"es","type":"article","venue":"Redalyc (Universidad Autónoma del Estado de México)","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"College of Family Physicians of Canada","funders":"","keywords":"Computer science; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.005707642,0.0003036703,0.0005682882,0.001165119,0.001659648,0.00169487,0.0008402678,0.001431221,0.009902663],"category_scores_gemma":[0.017435,0.0001645199,0.0004086403,0.001141856,0.0007495868,0.001089972,0.001064973,0.0009858035,0.001024569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002391113,"about_ca_system_score_gemma":0.005501979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01523548,"about_ca_topic_score_gemma":0.03659323,"domain_scores_codex":[0.9965104,0.001612188,0.0001974771,0.0003215388,0.0008524551,0.0005058909],"domain_scores_gemma":[0.9848602,0.005319949,0.002369983,0.0004679151,0.004691178,0.002290885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001279683,0.003408968,0.6349439,0.0008913622,0.0001406176,0.0007075779,0.01637469,0.0002363214,0.00153927,0.001596782,0.01655481,0.3223261],"study_design_scores_gemma":[0.0002540085,0.003799675,0.8650559,0.001075333,0.000294396,0.001831675,0.0454151,0.0003990277,0.001120368,0.001066692,0.07960892,0.00007896684],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9537627,0.007265838,0.0007374693,0.009023943,0.000439421,0.0002235758,0.0004429568,0.00004677385,0.02805733],"genre_scores_gemma":[0.9799406,0.004385017,0.002343764,0.00195808,0.000246609,0.0003485128,0.0003748694,0.00002795852,0.01037459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01523548,"threshold_uncertainty_score":0.03312767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02739879715579348,"score_gpt":0.2955795397997745,"score_spread":0.268180742643981,"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."}}