{"id":"W3176080183","doi":"10.1093/geront/gnab079","title":"Walk/Wheelability: An Inclusive Instrument Pair for Participatory Age-Friendly Research and Practice","year":2021,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Université Laval; Simon Fraser University","funders":"Fonds de Recherche du Québec - Santé; Social Sciences and Humanities Research Council of Canada","keywords":"Audit; Psychological intervention; Psychology; Walkability; Scale (ratio); Applied psychology; Metropolitan area; Gerontology; Built environment; Geography; Medicine; Business; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.006525573,0.0001719753,0.0003324023,0.00003851598,0.003271806,0.00003817398,0.0003030736,0.000157733,0.00006509804],"category_scores_gemma":[0.01413382,0.0001175887,0.00003974815,0.0001845133,0.001133003,0.00024482,0.001041309,0.0008037239,0.00004424882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003669478,"about_ca_system_score_gemma":0.000465945,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001303542,"about_ca_topic_score_gemma":0.02625803,"domain_scores_codex":[0.9936011,0.004115366,0.0004550579,0.0005373593,0.0003857332,0.0009053245],"domain_scores_gemma":[0.9873939,0.01043195,0.0001674246,0.0008832358,0.0009740415,0.0001494294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001943244,0.003024098,0.3430135,0.002286118,0.0009160444,0.0003949203,0.3336478,0.00001126752,0.00182071,0.1010028,0.1450954,0.06684408],"study_design_scores_gemma":[0.002626966,0.001620012,0.2710472,0.0002512025,0.0001619265,0.00003019593,0.3217524,0.0001501308,0.0003281104,0.02865981,0.3729341,0.0004379408],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8890442,0.001320424,0.00031298,0.09472702,0.0006894266,0.001950157,0.00004478949,0.0001618634,0.01174914],"genre_scores_gemma":[0.9925065,0.0001217877,0.002170606,0.001490223,0.0002854951,0.001149042,0.00001422813,0.00002527084,0.002236871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2278387,"threshold_uncertainty_score":0.9980258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4825104586128883,"score_gpt":0.58279004642181,"score_spread":0.1002795878089217,"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."}}