{"id":"W2104281189","doi":"10.1542/peds.2015-1314","title":"Practical Framework for Fostering a Positive Learning Environment","year":2015,"lang":"en","type":"review","venue":"PEDIATRICS","topic":"Innovations in Medical Education","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01383444,0.002098326,0.0005158962,0.002259731,0.01090316,0.01032748,0.005011685,0.0133545,0.01490451],"category_scores_gemma":[0.01120055,0.0006531875,0.001117144,0.001207109,0.02250177,0.009881077,0.01941001,0.01264704,0.004605669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007790986,"about_ca_system_score_gemma":0.03383463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003835825,"about_ca_topic_score_gemma":0.01112306,"domain_scores_codex":[0.9826183,0.01056692,0.0007192547,0.001265914,0.003004537,0.001824982],"domain_scores_gemma":[0.9894131,0.002296907,0.0006553999,0.000457547,0.001837994,0.005339079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006295279,0.00135037,0.001855839,0.001259733,0.00001439989,0.002206042,0.02400736,0.00132493,0.001456999,0.7212758,0.106113,0.1390726],"study_design_scores_gemma":[0.00009230919,0.000549565,0.001560252,0.002612724,0.00001712441,0.001921598,0.02315771,0.001340769,0.000937077,0.2271577,0.7405408,0.0001122933],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01061915,0.01079489,0.1705191,0.5120205,0.007214651,0.00288959,0.0001507454,0.001058042,0.2847332],"genre_scores_gemma":[0.2210667,0.01410767,0.6294969,0.06927136,0.001983251,0.007344034,0.0002603121,0.0002915229,0.05617817],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01490451,"threshold_uncertainty_score":0.0731644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1438436473592332,"score_gpt":0.4677836196700612,"score_spread":0.3239399723108279,"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."}}