{"id":"W3197026612","doi":"10.2196/33047","title":"Optimizing Coaching During Web-Based Relationship Education for Low-Income Couples: Protocol for Precision Medicine Research","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coaching; Attrition; Government (linguistics); Protocol (science); Psychology; Web application; Randomized controlled trial; Medical education; Applied psychology; Medicine; Computer science; Alternative medicine; World Wide Web","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":[0.0283946,0.00407896,0.005985259,0.003230229,0.004858681,0.002523332,0.002634534,0.006098149,0.07433838],"category_scores_gemma":[0.0440474,0.002799233,0.004586741,0.003490443,0.002538437,0.002585203,0.002905945,0.007649087,0.0166041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005607776,"about_ca_system_score_gemma":0.0222026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003130916,"about_ca_topic_score_gemma":0.00526086,"domain_scores_codex":[0.9846853,0.00797681,0.002751697,0.001485544,0.001556638,0.001543969],"domain_scores_gemma":[0.9713753,0.007040025,0.003711618,0.006781745,0.009125931,0.001965334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2663535,0.05805708,0.00507099,0.05221965,0.001501409,0.001542641,0.005613623,0.008686792,0.01107111,0.01739494,0.1560783,0.4164099],"study_design_scores_gemma":[0.4412959,0.06210287,0.02100591,0.02347823,0.001159646,0.0004222884,0.001985615,0.00916071,0.009254675,0.01748149,0.4118324,0.0008203695],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0008306071,0.00007571784,0.002237301,0.00009597024,0.0001134449,0.9949745,0.0007714084,0.00008419157,0.000816852],"genre_scores_gemma":[0.0005174767,0.00005002183,0.002392509,0.00005953681,0.0000115213,0.9966929,0.00007589601,0.000004583418,0.0001955118],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07433838,"threshold_uncertainty_score":0.2486867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3675049546694246,"score_gpt":0.6629867867393004,"score_spread":0.2954818320698758,"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."}}