{"id":"W4417524241","doi":"10.2196/75445","title":"Improvement in Quality of Life After Early Interactive Human Coaching via a Mobile App in Postgastrectomy Patients With Gastric Cancer: Prospective Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Quality of life (healthcare); Coaching; Health coaching; Mobile apps; mHealth; Health related quality of life; Telemedicine","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":[0.001903298,0.001257669,0.003725496,0.0005852763,0.0006817582,0.00119576,0.0008739096,0.002189076,0.006221558],"category_scores_gemma":[0.002567498,0.0006428913,0.003007583,0.0007914515,0.0009342426,0.0008094303,0.0005929213,0.002215206,0.0005291738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007357597,"about_ca_system_score_gemma":0.001251055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00153319,"about_ca_topic_score_gemma":0.002398931,"domain_scores_codex":[0.9987986,0.0005580921,0.0001349046,0.0002400244,0.0001119342,0.0001564225],"domain_scores_gemma":[0.9986971,0.000453857,0.0003605524,0.00008520177,0.0001082713,0.0002951643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9715053,0.01208802,0.001125879,0.002012473,0.001666383,0.00003449615,0.00004471402,0.00009797047,0.0005414676,0.00003601256,0.0002624986,0.01058479],"study_design_scores_gemma":[0.9177853,0.07605326,0.003535795,0.0001505312,0.001697418,0.00001597662,0.00003798916,0.0002201444,0.0001591841,0.00004451849,0.0002877853,0.00001215118],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781147,0.009258837,0.0004952399,0.0004020762,0.0006636109,0.009099619,0.0007477978,0.00007215742,0.001145901],"genre_scores_gemma":[0.967729,0.005241653,0.001955682,0.0008671262,0.000670707,0.02133868,0.0006308787,0.00001131942,0.001555012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006221558,"threshold_uncertainty_score":0.02081323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01179615255809364,"score_gpt":0.3567516394827232,"score_spread":0.3449554869246296,"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."}}