{"id":"W2042257821","doi":"10.1097/01.nne.0000312195.89438.2b","title":"MUDD Mapping","year":2008,"lang":"en","type":"article","venue":"Nurse Educator","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. John’s Health Sciences Centre; Newfoundland and Labrador Centre for Applied Health Research; University of Prince Edward Island","funders":"","keywords":"Acronym; Subject (documents); Psychology; Linguistics; Computer science; Library science; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.001753179,0.0009459736,0.0006382677,0.003076706,0.001926114,0.003591658,0.001923667,0.001372326,0.07064284],"category_scores_gemma":[0.01299429,0.0006177918,0.001095119,0.003147111,0.000905077,0.00319163,0.00801913,0.001204201,0.0244262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008477067,"about_ca_system_score_gemma":0.001518963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001631122,"about_ca_topic_score_gemma":0.001612366,"domain_scores_codex":[0.9976272,0.0005300654,0.0002214023,0.0004916671,0.0009407043,0.0001889257],"domain_scores_gemma":[0.9958954,0.001450925,0.0001591327,0.00124582,0.001057699,0.0001911259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003656626,0.00009255181,0.002235092,0.0009399033,0.00003850914,0.0005820779,0.00385755,0.00247438,0.006338645,0.03906381,0.1729039,0.7711079],"study_design_scores_gemma":[0.00003323935,0.00005333593,0.001204994,0.0002120819,0.00002421097,0.000828647,0.001039347,0.009337726,0.01304568,0.01837966,0.9557688,0.00007223084],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01366082,0.0009021419,0.7533668,0.001335801,0.001203113,0.001119042,0.01204319,0.03324411,0.1831249],"genre_scores_gemma":[0.1297424,0.0009338594,0.7358795,0.0009837416,0.0001435747,0.002607334,0.0145095,0.009952294,0.1052478],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.07064284,"threshold_uncertainty_score":0.2363238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0956276199316314,"score_gpt":0.4045988335416522,"score_spread":0.3089712136100208,"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."}}