{"id":"W3113213304","doi":"10.21203/rs.3.rs-17487/v1","title":"A pilot study evaluating the clinically managed weight loss program at the Wellness Institute at Seven Oaks General Hospital","year":2020,"lang":"en","type":"preprint","venue":"Research Square (Research Square)","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Weight loss; Overweight; Obesity; Medicine; Weight management; Anthropometry; Population; Gerontology; Physical therapy; Family medicine; Environmental health; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","open_science","insufficient_payload"],"category_scores_codex":[0.138727,0.001324473,0.00199412,0.001021039,0.03126502,0.0009701647,0.008292157,0.001252812,0.005495343],"category_scores_gemma":[0.03069134,0.0008380075,0.0006682179,0.003658641,0.004212821,0.0007784755,0.04197557,0.04527242,0.01505809],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005387561,"about_ca_system_score_gemma":0.01234584,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01862966,"about_ca_topic_score_gemma":0.04785332,"domain_scores_codex":[0.8749374,0.09528649,0.003797281,0.004030677,0.01491311,0.007035107],"domain_scores_gemma":[0.9426892,0.04126635,0.0015346,0.006106184,0.006311524,0.002092143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02178789,0.02076063,0.228122,0.03136513,0.002460289,0.002646064,0.1120766,0.0007108329,0.0001531708,0.004077125,0.5224614,0.05337886],"study_design_scores_gemma":[0.01102501,0.06561703,0.2334525,0.007978622,0.0004662407,0.00002229493,0.06079046,0.01087721,0.00003005266,0.01189758,0.5951117,0.0027313],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.787129,0.001959628,0.00003663244,0.1414965,0.004282921,0.0541071,0.0003495947,0.0006099966,0.01002858],"genre_scores_gemma":[0.90743,0.004376755,0.0004306026,0.0009524948,0.007772467,0.03071078,0.0006165433,0.0003779613,0.0473324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.140544,"threshold_uncertainty_score":0.9999506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4263809753865176,"score_gpt":0.6229203533526749,"score_spread":0.1965393779661573,"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."}}