{"id":"W2110580151","doi":"10.36834/cmej.36621","title":"Multisource feedback to assess pediatric practice: a systematic review","year":2013,"lang":"en","type":"review","venue":"Canadian Medical Education Journal","topic":"Innovations in Medical Education","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Generalizability theory; PsycINFO; CINAHL; MEDLINE; Medicine; Competence (human resources); Systematic review; Interpersonal communication; Medical education; Psychology; Clinical psychology; Psychiatry; Social psychology; Developmental psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01757352,0.001559715,0.006523674,0.01220729,0.0007021246,0.002332164,0.001948052,0.001730831,0.00308805],"category_scores_gemma":[0.06241722,0.001066225,0.005062601,0.01234323,0.000874149,0.002695674,0.001407739,0.001279159,0.000248339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004730578,"about_ca_system_score_gemma":0.01558085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009634017,"about_ca_topic_score_gemma":0.03194614,"domain_scores_codex":[0.9855292,0.005581776,0.003704683,0.0007693391,0.004141337,0.0002736654],"domain_scores_gemma":[0.9395334,0.04423795,0.008854995,0.0006280282,0.006138165,0.000607518],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001876161,0.00004115432,0.001366918,0.8797299,0.004252813,0.00007133133,0.0003020219,0.00008274548,0.0001104182,0.0001247586,0.001127223,0.1126032],"study_design_scores_gemma":[0.0003223208,0.000376379,0.00764769,0.9478259,0.02981078,0.000423022,0.0005888434,0.000156023,0.000254725,0.0001885863,0.01236303,0.00004274247],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000983753,0.9979755,0.0001635855,0.0001446936,0.00008084687,0.0003600827,0.0001007506,0.000006971274,0.0001837931],"genre_scores_gemma":[0.01686397,0.9806004,0.001457489,0.0002107257,0.00005998532,0.0006473492,0.00009097379,0.000003314687,0.00006572787],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9824265,"threshold_uncertainty_score":0.09293878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04599006126752037,"score_gpt":0.4406061847138912,"score_spread":0.3946161234463708,"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."}}