{"id":"W2100125105","doi":"10.1080/01421590120090970","title":"A systematic process for content review in a problem-based learning curriculum","year":2001,"lang":"en","type":"review","venue":"Medical Teacher","topic":"Innovations in Medical Education","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Curriculum; Process (computing); Task (project management); Systematic process; Medical education; Systematic review; Clinical Practice; Computer science; Curriculum development; Psychology; MEDLINE; Engineering ethics; Medicine; Pedagogy; Political science; Nursing; Engineering","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4710012,0.004845506,0.01165343,0.0478607,0.007798912,0.009530409,0.007859108,0.006607504,0.009034407],"category_scores_gemma":[0.5803012,0.003765443,0.009496665,0.02232692,0.008808003,0.01072892,0.01124131,0.006089741,0.004401484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01213445,"about_ca_system_score_gemma":0.09612722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005250574,"about_ca_topic_score_gemma":0.009145401,"domain_scores_codex":[0.374158,0.4432295,0.1009979,0.01656122,0.06296528,0.002088131],"domain_scores_gemma":[0.3287468,0.428029,0.04566496,0.05847374,0.1346571,0.004428397],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001043695,0.0005742847,0.001853479,0.1764462,0.00316509,0.0009058933,0.02073622,0.001465787,0.004141695,0.01455182,0.05362876,0.7214871],"study_design_scores_gemma":[0.01227564,0.002787421,0.009932005,0.2962182,0.01222704,0.002495684,0.01518689,0.01568507,0.01300833,0.1404379,0.4774686,0.002277268],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"review","genre_scores_codex":[0.004890855,0.02178535,0.3385803,0.01080366,0.004428881,0.6095756,0.002603913,0.001919754,0.005411701],"genre_scores_gemma":[0.006854649,0.006481161,0.7326637,0.001154696,0.0004060538,0.2502032,0.0008645471,0.0001245283,0.001247492],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4710012,"threshold_uncertainty_score":0.6523497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1140311706300448,"score_gpt":0.4500897478963137,"score_spread":0.336058577266269,"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."}}