{"id":"W4392025883","doi":"10.32866/001c.93917","title":"If Transit is Free will Older Adults use it More? A Longitudinal Analysis","year":2024,"lang":"en","type":"article","venue":"Findings","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Research Council Canada; McGill University","keywords":"Transit (satellite); Gerontology; Psychology; Medicine; Transport engineering; Engineering; Public transport","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002612456,0.0001812761,0.000266972,0.0008857314,0.0009981617,0.0009633881,0.0004556035,0.0007020406,0.00352268],"category_scores_gemma":[0.006905885,0.000261597,0.000961746,0.0009511395,0.000284595,0.001384806,0.0007962586,0.0013838,0.0005858439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005970824,"about_ca_system_score_gemma":0.0008493909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02919262,"about_ca_topic_score_gemma":0.0314934,"domain_scores_codex":[0.9991723,0.0002379369,0.00008699986,0.000151984,0.000115194,0.0002356648],"domain_scores_gemma":[0.9961592,0.0006459898,0.001705692,0.0002559372,0.0006043442,0.0006287374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008786796,0.0001355401,0.9963092,0.000011871,0.00006405119,0.00003194627,0.001117168,0.00001741805,0.0000520004,0.00005535588,0.0002678364,0.00184972],"study_design_scores_gemma":[0.000005381917,0.0001665438,0.9963384,0.00001647936,0.00004031133,0.0000338828,0.002637597,0.0001804473,0.00002974259,0.00005400011,0.0004916136,0.00000571661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981595,0.0002095,0.00006907457,0.0003205862,0.000011475,0.0000161285,0.0006519143,0.000002465873,0.000559549],"genre_scores_gemma":[0.9984298,0.0001226098,0.00006293679,0.00008530904,0.00001452055,0.00003592773,0.0006710658,0.000001845046,0.000575903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02919262,"threshold_uncertainty_score":0.05804539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03985595999370761,"score_gpt":0.3784967110476749,"score_spread":0.3386407510539673,"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."}}