{"id":"W4210266408","doi":"10.2196/preprints.36821","title":"Participants’ Perceptions of Essential Coaching for Every Mother—a Canadian Text Message–Based Postpartum Program: Process Evaluation of a Randomized Controlled Trial (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coaching; Randomized controlled trial; Medicine; Psychological intervention; Intervention (counseling); Family medicine; Psychology; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.04450749,0.001467596,0.002038599,0.0008554208,0.002997008,0.002008193,0.001688568,0.002159833,0.008865768],"category_scores_gemma":[0.05524286,0.0009173169,0.003172536,0.001669984,0.001697434,0.001254165,0.001137883,0.00208201,0.0004283389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01557114,"about_ca_system_score_gemma":0.06389933,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1515841,"about_ca_topic_score_gemma":0.1955166,"domain_scores_codex":[0.9611328,0.02649654,0.003887166,0.001836736,0.004245149,0.002401521],"domain_scores_gemma":[0.9731672,0.01399409,0.003589432,0.001185937,0.005693533,0.002369703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5505012,0.08829577,0.008966591,0.032353,0.003833097,0.0001828386,0.01455304,0.001629898,0.004107517,0.002820882,0.009191575,0.2835646],"study_design_scores_gemma":[0.7393106,0.1946504,0.03229005,0.006715384,0.004692907,0.00002618908,0.003606554,0.00215621,0.003625312,0.0007639664,0.01195644,0.0002059783],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5942118,0.00231605,0.003530283,0.001746643,0.001059092,0.3852763,0.002831955,0.0001704119,0.008857538],"genre_scores_gemma":[0.5502167,0.001623758,0.0258307,0.001265953,0.0002365432,0.4172115,0.0007529001,0.00002827204,0.002833734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8484159,"threshold_uncertainty_score":0.3014036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04743145442147687,"score_gpt":0.3909269398447378,"score_spread":0.3434954854232609,"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."}}