{"id":"W2586840968","doi":"10.1007/s12160-017-9881-5","title":"Increasing Physical Activity Through Principles of Habit Formation in New Gym Members: a Randomized Controlled Trial","year":2017,"lang":"en","type":"article","venue":"Annals of Behavioral Medicine","topic":"Physical Activity and Health","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Victoria; Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Randomized controlled trial; Psychological intervention; Physical therapy; Habit; Physical activity; Psychology; Health psychology; Medicine; Intervention (counseling); Public health; Social psychology; Surgery","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":[0.00143369,0.0002056771,0.003526221,0.0001235026,0.00008630435,0.00000855884,0.0001577237,0.0001120798,0.00004098359],"category_scores_gemma":[0.002055544,0.0001363789,0.0004145755,0.0001011265,0.0005498893,0.0006457852,0.00006044203,0.0003176947,0.00000165767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003137319,"about_ca_system_score_gemma":0.000215032,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0116124,"about_ca_topic_score_gemma":0.0002815963,"domain_scores_codex":[0.9978446,0.0003258106,0.0007567792,0.0002095024,0.0005891515,0.000274127],"domain_scores_gemma":[0.9971778,0.0007439418,0.001233222,0.000473547,0.0001934792,0.0001779863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.965965,0.003771109,0.0003930255,0.0001985993,0.00006946484,0.00001244282,0.002498582,0.00000149346,0.01906624,0.001011731,0.0001227837,0.006889507],"study_design_scores_gemma":[0.9629322,0.00335949,0.006225022,0.001284122,0.0005069237,0.000008821798,0.0001529284,0.0007550251,0.02327747,0.001306021,0.0000724995,0.0001194855],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863103,0.00007276552,0.00009949908,0.007803673,0.000137958,0.002981866,0.000004638134,0.00001781692,0.002571457],"genre_scores_gemma":[0.9988258,0.0001334522,0.0001920186,0.0001089862,0.0005483656,0.00006153021,0.000008980927,0.00001293544,0.0001079034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0125155,"threshold_uncertainty_score":0.9949694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2905197944982331,"score_gpt":0.4803635965169352,"score_spread":0.189843802018702,"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."}}