{"id":"W3108924173","doi":"10.1371/journal.pone.0242999","title":"Associations between objectively-measured and self-reported neighbourhood walkability on adherence and steps during an internet-delivered pedometer intervention","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Walkability; Pedometer; Environmental health; The Internet; Medicine; Neighbourhood (mathematics); Intervention (counseling); Physical therapy; Gerontology; Environmental science; Physical activity; Computer science; World Wide Web; Mathematics; Nursing","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":[0.00121358,0.0001817505,0.0003212243,0.0003209386,0.0001990787,0.0004159572,0.0003618466,0.0002814305,0.001131616],"category_scores_gemma":[0.005185562,0.0001365158,0.0003607805,0.0004247291,0.0001394844,0.0002220314,0.0004063945,0.0005087687,0.0001369367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005082214,"about_ca_system_score_gemma":0.0005541188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01635275,"about_ca_topic_score_gemma":0.03064935,"domain_scores_codex":[0.9989051,0.0004069335,0.0001294794,0.0001497128,0.0002950887,0.0001137821],"domain_scores_gemma":[0.9970858,0.0006724455,0.001376301,0.000141742,0.0004283043,0.000295538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.000693997,0.000980227,0.9820227,0.0001444106,0.0003651075,0.00001918451,0.0002117609,0.0002284534,0.0002948692,0.00002136465,0.0002118886,0.01480598],"study_design_scores_gemma":[0.00001297158,0.0002257666,0.9993708,0.00001338152,0.00004355464,0.000006560051,0.00003867919,0.0001515672,0.00004898488,0.000005221721,0.00008053329,0.000001907004],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986722,0.0001321911,0.0001237579,0.0000343018,0.000004590112,0.0000362675,0.0002959826,0.000005600394,0.0006950457],"genre_scores_gemma":[0.9990789,0.00009031382,0.0002369132,0.0000219204,0.000006237909,0.00006841277,0.0003022229,0.000002240714,0.0001927707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01635275,"threshold_uncertainty_score":0.03251511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09176371846752156,"score_gpt":0.2918270756436738,"score_spread":0.2000633571761523,"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."}}