{"id":"W2600432762","doi":"10.21815/jde.016.011","title":"Top‐Cited Articles in Problem‐Based Learning: A Bibliometric Analysis and Quality of Evidence Assessment","year":2017,"lang":"en","type":"review","venue":"Journal of Dental Education","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Bibliometrics; Evidence-based medicine; Ranking (information retrieval); MEDLINE; Quality of evidence; Family medicine; Medicine; Psychology; Library science; Alternative medicine; Political science; Information retrieval; Meta-analysis; Computer science; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["bibliometrics","metaresearch"],"domain":"evaluation","study_design":"observational","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.05201265,0.0009880493,0.005076329,0.208963,0.002346695,0.009518546,0.002035869,0.001686216,0.00279323],"category_scores_gemma":[0.2612833,0.000727715,0.00506399,0.1704217,0.001425432,0.005643733,0.004254939,0.0008999483,0.0005487613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00380452,"about_ca_system_score_gemma":0.007647242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002480303,"about_ca_topic_score_gemma":0.004033514,"domain_scores_codex":[0.9202766,0.01660912,0.02893277,0.003015242,0.02997058,0.001195709],"domain_scores_gemma":[0.6524366,0.2451212,0.04747064,0.005461401,0.04679781,0.002712326],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001161969,0.0004724562,0.4505961,0.0946613,0.01021039,0.001358729,0.007150522,0.001591316,0.002013223,0.003418327,0.005246502,0.4221191],"study_design_scores_gemma":[0.000636227,0.001462188,0.8072506,0.04844875,0.03343997,0.006020078,0.01888899,0.01126798,0.004497334,0.01511367,0.05241629,0.0005579561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6492065,0.2875552,0.01821237,0.005519866,0.0006122707,0.006289729,0.01505674,0.0003307955,0.01721656],"genre_scores_gemma":[0.868193,0.0790197,0.03986597,0.0004832725,0.0005972419,0.004068851,0.00672579,0.00007887507,0.0009673764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9479873,"threshold_uncertainty_score":0.2750725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3906450100511481,"score_gpt":0.5746661852518006,"score_spread":0.1840211752006525,"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."}}