{"id":"W3135609662","doi":"10.2196/26619","title":"The Effectiveness and Usability of Online, Group-Based Interventions for People With Severe Obesity: Protocol for a Systematic Review","year":2021,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Psychological intervention; Systematic review; Medicine; Usability; Population; Protocol (science); MEDLINE; Family medicine; Alternative medicine; Nursing; Environmental health; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1064924,0.008299487,0.02166767,0.01250933,0.005818646,0.009149067,0.005571673,0.009849372,0.07042824],"category_scores_gemma":[0.1268502,0.007231275,0.02359165,0.01178974,0.006924541,0.01030983,0.006203734,0.01029703,0.01109704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01751327,"about_ca_system_score_gemma":0.05933129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006183746,"about_ca_topic_score_gemma":0.01329068,"domain_scores_codex":[0.9272801,0.0341363,0.02185614,0.004778557,0.008637078,0.003311824],"domain_scores_gemma":[0.9299611,0.02761339,0.01481047,0.006687592,0.01820889,0.00271861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.01917717,0.000951216,0.0008547243,0.8869857,0.005030692,0.0008438445,0.003096352,0.001815976,0.001966727,0.006467272,0.03060003,0.04221041],"study_design_scores_gemma":[0.1238569,0.007797946,0.007412811,0.6004733,0.01864578,0.0009682,0.003622406,0.003158356,0.004378408,0.02114686,0.2074603,0.001078782],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0001799581,0.0008187195,0.0006194189,0.0001619452,0.0001639902,0.9968351,0.0009858102,0.00004303576,0.0001920522],"genre_scores_gemma":[0.0001758441,0.0003911595,0.001573752,0.00008529906,0.00001402282,0.9975401,0.0001275824,0.000003452533,0.00008888318],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1064924,"threshold_uncertainty_score":0.5631924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8081451737473089,"score_gpt":0.7977790819148426,"score_spread":0.01036609183246628,"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."}}