{"id":"W4239775746","doi":"10.1093/geront/gnw162.2297","title":"A LONGITUDINAL ANALYSIS OF CHANGE WITHIN THE CANDRIVE COHORT","year":2016,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Lakehead University; St. Joseph's Care Group","funders":"","keywords":"Change analysis; Cohort; Psychology; Medicine; Geography; Physical geography; Internal medicine","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":[0.001227505,0.0001432591,0.0004404857,0.00007131995,0.0007823636,0.000003784261,0.0004705829,0.00008053755,0.0002243249],"category_scores_gemma":[0.000537828,0.0000496981,0.0001299856,0.0003983699,0.0007537712,0.00005579178,0.0002440552,0.0002188287,0.00007818782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001189578,"about_ca_system_score_gemma":0.00006083368,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01013013,"about_ca_topic_score_gemma":0.1585551,"domain_scores_codex":[0.9981364,0.0005864795,0.0004208435,0.0002337384,0.0002432016,0.0003793151],"domain_scores_gemma":[0.997031,0.001593225,0.0004177452,0.0007470567,0.0001737733,0.0000372195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002015532,0.00001690432,0.9855708,0.00001494609,0.001119232,0.000001788165,0.008382224,0.000001600256,0.00003499557,0.001548308,0.002800399,0.0004885707],"study_design_scores_gemma":[0.0002482376,0.00003786658,0.9953956,0.00007763266,0.0009924868,7.046643e-7,0.002298341,0.00004152149,0.00001937701,0.0002097986,0.0006000609,0.00007839212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716344,0.0004753919,0.0006221739,0.02158065,0.0005525586,0.00089178,0.00007267177,0.00007838698,0.004091967],"genre_scores_gemma":[0.9962055,0.00009839741,0.00003294434,0.0004214963,0.0001600071,0.0003463649,0.000002200498,0.000009619079,0.002723435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1484249,"threshold_uncertainty_score":0.9964615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2369054432017401,"score_gpt":0.4368442323869032,"score_spread":0.1999387891851631,"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."}}