{"id":"W4393867581","doi":"10.20944/preprints202403.1871.v1","title":"A mHealth intervention to promote physical activity for healthy aging: Every Walk You Take citizen science project","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"mHealth; Citizen science; Intervention (counseling); Physical activity; Psychology; Gerontology; Physical therapy; Medicine; Psychological intervention; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007892955,0.0008522267,0.0009084269,0.0007331651,0.001750023,0.001598717,0.001442871,0.001940399,0.006004187],"category_scores_gemma":[0.007236599,0.0005324112,0.001322747,0.0003661697,0.0009000371,0.001128852,0.004724897,0.001863361,0.001206133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008524855,"about_ca_system_score_gemma":0.005245899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003187426,"about_ca_topic_score_gemma":0.004604012,"domain_scores_codex":[0.9965336,0.002211772,0.000163013,0.000303618,0.0004172511,0.0003707256],"domain_scores_gemma":[0.996378,0.001281095,0.0001793123,0.0003080319,0.0006192522,0.001234195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.009835832,0.07965653,0.02673583,0.005568701,0.0007420596,0.001338052,0.03403434,0.0008443801,0.01066609,0.00174333,0.05485385,0.773981],"study_design_scores_gemma":[0.06166103,0.2082456,0.3064378,0.005147017,0.00314127,0.001888431,0.05059086,0.006928521,0.0177597,0.006477117,0.3311154,0.0006073741],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9160457,0.0009489385,0.01306448,0.008777636,0.001020189,0.0404991,0.003331731,0.001336027,0.01497615],"genre_scores_gemma":[0.6721857,0.001998188,0.1318005,0.009446844,0.0004495768,0.1516403,0.004650307,0.0002929715,0.02753553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007892955,"threshold_uncertainty_score":0.04174244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3076908427884666,"score_gpt":0.5407539830966241,"score_spread":0.2330631403081576,"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."}}