{"id":"W3025817867","doi":"","title":"[Perception of the gastroenterologist about the needs of continuing medical education in Peru].","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Health and Medical Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Likert scale; Attendance; Perception; Family medicine; Gastroenterology; Needs assessment; Continuing medical education; Colorectal cancer; Cancer; Internal medicine; Continuing education; Medical education; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.001056455,0.0001248051,0.0001165666,0.0004192135,0.0005293009,0.0006625689,0.0002520254,0.0006475004,0.002465255],"category_scores_gemma":[0.005394631,0.0001656062,0.0002342506,0.0002611853,0.0003519561,0.0004792639,0.000703457,0.0005102042,0.0002367908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005112126,"about_ca_system_score_gemma":0.0008605513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007652769,"about_ca_topic_score_gemma":0.009724255,"domain_scores_codex":[0.9995226,0.0001959334,0.00003075281,0.00002737816,0.0001251739,0.00009820172],"domain_scores_gemma":[0.9975567,0.000477029,0.0009847323,0.0000347733,0.0003320964,0.0006146075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001796061,0.0002671568,0.8947201,0.0004376492,0.00005310877,0.001702218,0.06080133,0.00009589831,0.003114483,0.0001304415,0.004045866,0.03445209],"study_design_scores_gemma":[0.00002483796,0.0004666268,0.9131091,0.0001999399,0.00001797781,0.001205652,0.07901704,0.000213263,0.0001256625,0.00005725594,0.005542047,0.00002060023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955296,0.0004586006,0.00007251145,0.001641507,0.00001808188,0.00002672918,0.00006181789,0.000006717994,0.002184432],"genre_scores_gemma":[0.9984955,0.0004198989,0.0001283717,0.0004551551,0.00001494897,0.00001840051,0.00006415668,0.000001262179,0.0004023199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007652769,"threshold_uncertainty_score":0.01521641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03108836738420909,"score_gpt":0.3878969024714669,"score_spread":0.3568085350872578,"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."}}