{"id":"W2096946250","doi":"10.1111/j.1365-2923.2007.02945.x","title":"Assessment: do we need to broaden our methodological horizons?","year":2007,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Wilson Centre; University of Toronto","funders":"","keywords":"Sociology; Library science; Research centre; Citation; Media studies; Computer science","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":["metaresearch"],"category_scores_codex":[0.8063928,0.003161962,0.01191859,0.01561986,0.01067448,0.02345105,0.01773518,0.01352544,0.009713462],"category_scores_gemma":[0.922884,0.003018215,0.006268963,0.01125691,0.04710563,0.05426237,0.03069954,0.03043386,0.002409282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01831733,"about_ca_system_score_gemma":0.05902815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01448018,"about_ca_topic_score_gemma":0.02283076,"domain_scores_codex":[0.2003787,0.6168183,0.1080614,0.01136039,0.06038725,0.002993935],"domain_scores_gemma":[0.04508045,0.7512242,0.02832222,0.06010685,0.1102114,0.005054872],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001108428,0.0006895674,0.02224408,0.0348701,0.004047675,0.0002601881,0.02037673,0.001621805,0.0006106822,0.3031358,0.0731867,0.5378483],"study_design_scores_gemma":[0.0008747156,0.0004443236,0.008246314,0.05481946,0.002205863,0.0006907188,0.01238573,0.007684878,0.0008093648,0.806108,0.1050724,0.0006582292],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005400069,0.05318064,0.2327837,0.6708997,0.02245087,0.004143214,0.0004088671,0.0003506594,0.01038222],"genre_scores_gemma":[0.1935041,0.01690231,0.4802687,0.2733989,0.01539416,0.01688961,0.000456677,0.0004920349,0.002693515],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1936072,"threshold_uncertainty_score":0.2387521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06104295466291142,"score_gpt":0.4830080351181277,"score_spread":0.4219650804552163,"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."}}