{"id":"W3012592530","doi":"10.5546/aap.2020.eng.125","title":"Adaptation and validation of the Argentine version of an instrument to assess continuing professional development activities","year":2020,"lang":"en","type":"article","venue":"Archivos Argentinos de Pediatria","topic":"Innovations in Medical Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adaptation (eye); Continuing professional development; Professional development; Psychology; Pedagogy; Neuroscience","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":[0.01403639,0.0005504815,0.0004590901,0.00221289,0.0008421226,0.0007691002,0.0008000398,0.0004621778,0.002779362],"category_scores_gemma":[0.02679791,0.0002951926,0.0006736998,0.001766623,0.0006503357,0.0005283384,0.0008609889,0.0007119702,0.0004987543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003422532,"about_ca_system_score_gemma":0.008154575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04080832,"about_ca_topic_score_gemma":0.05386589,"domain_scores_codex":[0.9930431,0.00264803,0.001218617,0.0006086589,0.001972486,0.0005091837],"domain_scores_gemma":[0.979077,0.005896803,0.001916127,0.000994204,0.01136073,0.0007551782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009502008,0.001299827,0.6046017,0.0008919702,0.0001488427,0.0003791547,0.01116672,0.001331029,0.008272417,0.001750558,0.01078376,0.3584239],"study_design_scores_gemma":[0.0001783158,0.0007060826,0.9628103,0.0002649763,0.00006644761,0.000368329,0.001779616,0.001510688,0.001412015,0.0002470877,0.03061353,0.00004261254],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9256911,0.001507427,0.0275662,0.001309525,0.0003745786,0.01089725,0.006115086,0.0003119884,0.02622687],"genre_scores_gemma":[0.8724923,0.001276836,0.09672207,0.0004130925,0.000094043,0.01652349,0.004913538,0.0001408052,0.007423935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04080832,"threshold_uncertainty_score":0.08114159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04347097586154807,"score_gpt":0.3086738180524047,"score_spread":0.2652028421908566,"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."}}