{"id":"W2912188115","doi":"10.4017/gt.2018.17.4.004.00","title":"Twelve years of ISG masterclasses: Past, present, and future","year":2018,"lang":"en","type":"article","venue":"Gerontechnology","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Université de Montréal; University of British Columbia; University of Toronto","funders":"National Institute on Aging","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003732287,0.0001052668,0.0003021917,0.000126123,0.000226729,0.000001951965,0.0002142914,0.0006865315,0.0004204175],"category_scores_gemma":[0.00004447668,0.0001022915,0.00003274578,0.0001768832,0.0004978609,0.0000658634,0.0002326752,0.0005955917,0.0001759769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004033759,"about_ca_system_score_gemma":0.00009555692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002555819,"about_ca_topic_score_gemma":0.0003629227,"domain_scores_codex":[0.9984397,0.0002819743,0.0004574653,0.0002589693,0.0001171644,0.0004446892],"domain_scores_gemma":[0.9988629,0.0002280838,0.000196424,0.0004813575,0.000159321,0.0000719769],"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":[0.000580432,0.0001790343,0.154089,0.001878087,0.0001627632,0.00003266911,0.03024032,1.505884e-7,0.001626845,0.1494308,0.1101566,0.5516233],"study_design_scores_gemma":[0.0007045287,0.000439601,0.06081381,0.0001110255,0.00001428747,0.00001064841,0.02239683,0.00001577647,0.00018047,0.007007388,0.9081669,0.0001387665],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9134873,0.001179219,0.0004476382,0.0738464,0.001645954,0.0007730787,0.0000649037,0.0002749977,0.008280532],"genre_scores_gemma":[0.9928781,0.0003683271,0.001193656,0.001203937,0.003002034,0.00006474177,0.000009426841,0.0000222754,0.001257484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7980103,"threshold_uncertainty_score":0.529516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07590397790629223,"score_gpt":0.4313647354767666,"score_spread":0.3554607575704744,"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."}}