{"id":"W4390111176","doi":"10.2196/54600","title":"Benefits, Recruitment, Dropout, and Acceptability of the Strength Back Digital Health Intervention for Patients Undergoing Spinal Surgery: Nonrandomized, Qualitative, and Quantitative Pilot Feasibility Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dropout (neural networks); Medicine; Physical therapy; Intervention (counseling); Qualitative research; Spinal surgery; Health benefits; Surgery; Physical medicine and rehabilitation; Nursing; Computer science","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":[0.05569671,0.0008797315,0.001248174,0.001537889,0.003244373,0.001351724,0.001524214,0.002010588,0.005594409],"category_scores_gemma":[0.07584745,0.001129534,0.00129705,0.0009383293,0.003188105,0.00202101,0.001928531,0.001558056,0.0007223606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002662048,"about_ca_system_score_gemma":0.008779154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001737558,"about_ca_topic_score_gemma":0.002813585,"domain_scores_codex":[0.9589756,0.03018547,0.003117408,0.001528924,0.003694131,0.002498626],"domain_scores_gemma":[0.9512147,0.03413199,0.004368551,0.002310468,0.00588696,0.002087358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03610352,0.2231756,0.2281399,0.00780686,0.0006032892,0.002084706,0.2211263,0.001044081,0.01613543,0.002113812,0.00424937,0.2574172],"study_design_scores_gemma":[0.04113812,0.5196481,0.233978,0.001548012,0.000674998,0.00095261,0.1745547,0.003481254,0.009118442,0.001949504,0.01256173,0.0003943914],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9425725,0.00009094086,0.002211643,0.0003099496,0.00004208683,0.05377655,0.0002496817,0.00002513362,0.0007214396],"genre_scores_gemma":[0.874062,0.0002090428,0.01240302,0.0009490444,0.00006864058,0.1114225,0.0001671159,0.00001329775,0.0007053446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05569671,"threshold_uncertainty_score":0.2945559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3372782775549216,"score_gpt":0.539172978000371,"score_spread":0.2018947004454494,"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."}}