{"id":"W3135455957","doi":"10.2196/27196","title":"Implementation of the Living Well During Pregnancy Telecoaching Program for Women at High Risk of Excessive Gestational Weight Gain: Protocol for an Effectiveness-Implementation Hybrid Study","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Metro North Hospital and Health Service; University of Queensland","keywords":"Medicine; Pregnancy; Population; Psychological intervention; Health coaching; Program evaluation; Coaching; Gestational diabetes; Family medicine; Gestation; Nursing; Intervention (counseling); Environmental health","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":[0.07562885,0.004491857,0.006275853,0.003466933,0.005416931,0.003978032,0.004653992,0.006364897,0.06157379],"category_scores_gemma":[0.04758697,0.003356234,0.006257555,0.003586814,0.00361578,0.004307094,0.003830263,0.006994797,0.01218859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0101168,"about_ca_system_score_gemma":0.04231626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005748739,"about_ca_topic_score_gemma":0.008536913,"domain_scores_codex":[0.9586378,0.02638873,0.005608074,0.002266584,0.003389733,0.003709094],"domain_scores_gemma":[0.9707915,0.006905456,0.004906644,0.003762643,0.01004199,0.00359187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.4656052,0.1742097,0.01224497,0.05182474,0.002281656,0.001327153,0.008282695,0.009071979,0.007461752,0.01280167,0.05057473,0.2043138],"study_design_scores_gemma":[0.5308726,0.2141785,0.0388612,0.01696502,0.001473796,0.0002641466,0.004609147,0.005049814,0.006633553,0.006581786,0.1738603,0.0006501664],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0009115401,0.00002899699,0.0005175796,0.00003665804,0.00002810994,0.9979041,0.0002734388,0.00001510191,0.0002844689],"genre_scores_gemma":[0.0005793637,0.00003701375,0.001100134,0.00002868325,0.000006615556,0.9980743,0.00006860441,0.000001502774,0.0001037924],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07562885,"threshold_uncertainty_score":0.3999683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1051596879070591,"score_gpt":0.543467330318402,"score_spread":0.4383076424113429,"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."}}