{"id":"W7018240279","doi":"","title":"Contextualizing, promoting, and estimating longitudinal changes of mobility outcomes in older adults","year":2017,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Longitudinal data; Population; Longitudinal study; Sample (material); Work (physics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004183676,0.0004264302,0.0003914415,0.0006244506,0.0007925104,0.001029111,0.0004990891,0.0004271733,0.0008153221],"category_scores_gemma":[0.01448955,0.00029463,0.0005073773,0.0009431582,0.0001825132,0.000694146,0.001310755,0.0008486818,0.0002259187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006965801,"about_ca_system_score_gemma":0.002056021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07227698,"about_ca_topic_score_gemma":0.1125083,"domain_scores_codex":[0.9989907,0.0004964537,0.00009130903,0.0001736531,0.0001412464,0.0001066404],"domain_scores_gemma":[0.9968275,0.001025743,0.0008224124,0.0002157836,0.0008056246,0.0003028497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007689955,0.0002906435,0.9732935,0.0000479172,0.00008190771,0.000009671472,0.001205968,0.0002654767,0.0001352564,0.00005433953,0.0009651792,0.02357316],"study_design_scores_gemma":[0.000006820165,0.000240857,0.9964056,0.00008234166,0.0001020349,0.000007263012,0.001591708,0.0006006131,0.0001483857,0.0001200085,0.0006861393,0.000008148816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957734,0.0004494673,0.001370542,0.0003650524,0.00003183165,0.0001198511,0.0008295946,0.00002250369,0.001037871],"genre_scores_gemma":[0.9923112,0.0007449875,0.004513646,0.00008785447,0.00003611097,0.0003238228,0.00129929,0.000007949681,0.0006751734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07227698,"threshold_uncertainty_score":0.1437126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04507130293598175,"score_gpt":0.3754789500099605,"score_spread":0.3304076470739787,"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."}}