{"id":"W3131598740","doi":"10.1016/j.pmedr.2021.101336","title":"Examining moderators of the effectiveness of a web- and video-based computer-tailored physical activity intervention","year":2021,"lang":"en","type":"article","venue":"Preventive Medicine Reports","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Medical Research Council; National Health and Medical Research Council; National Heart Foundation of Australia","keywords":"Psychological intervention; Physical activity; Intervention (counseling); Psychology; Neighbourhood (mathematics); eHealth; Physical therapy; Walkability; Gerontology; Medicine; Clinical psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001106872,0.0001303734,0.0004459475,0.00007078175,0.00005368194,0.000003308574,0.00006040997,0.00006129074,0.0001023664],"category_scores_gemma":[0.0001818139,0.00009410946,0.0001897936,0.0002502726,0.0002539884,0.00005920679,0.0000837058,0.0001899213,4.557298e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003365287,"about_ca_system_score_gemma":0.00007647645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002183182,"about_ca_topic_score_gemma":0.00002443685,"domain_scores_codex":[0.9975081,0.001352366,0.000438045,0.0003315969,0.000216703,0.0001531633],"domain_scores_gemma":[0.9984189,0.0003519036,0.0005520983,0.000382609,0.0002254923,0.00006903883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008416086,0.005766556,0.7167522,0.002183449,0.0004147647,0.0002823496,0.001867403,0.00004274608,0.06827121,0.001226406,0.0003816977,0.2019696],"study_design_scores_gemma":[0.001258451,0.0006794111,0.9672253,0.002161768,0.0001597811,0.0000568828,0.0001871574,0.0006414121,0.02709325,0.0004333919,0.00002542701,0.00007779233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900132,0.0003484105,0.007778511,0.00006544549,0.0008832866,0.000410233,0.00000606971,0.00001534801,0.0004794431],"genre_scores_gemma":[0.9996759,0.000001530667,0.00005136615,0.00001019797,0.0000641131,0.00006140512,0.00001014987,0.00001194472,0.0001133882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2504731,"threshold_uncertainty_score":0.3837672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05307612041696615,"score_gpt":0.3885502325096608,"score_spread":0.3354741120926946,"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."}}