{"id":"W4400473208","doi":"10.2196/57344","title":"Acceptability, Perceptions, and Experiences Regarding Electronic Patient-Reported Outcomes After Laparoscopic Cholecystectomy: Protocol for a Mixed Methods Feasibility Study","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Laparoscopic cholecystectomy; Medicine; Cholecystectomy; Psychology; Family medicine; Physical therapy; General surgery; Alternative medicine","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":[0.08030614,0.003508671,0.003864326,0.003578442,0.005041272,0.003333973,0.003320857,0.004782618,0.04386488],"category_scores_gemma":[0.04405209,0.002704975,0.003824738,0.003280032,0.002860579,0.00319597,0.003017487,0.005963245,0.008414323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005305887,"about_ca_system_score_gemma":0.01982833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002495636,"about_ca_topic_score_gemma":0.004233426,"domain_scores_codex":[0.9587471,0.02736064,0.00605672,0.001920572,0.003176012,0.002738879],"domain_scores_gemma":[0.9610395,0.0154505,0.00518647,0.004791649,0.01067454,0.002857344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.1947383,0.2077548,0.01840146,0.06961731,0.001375535,0.004797964,0.03993318,0.014248,0.01708468,0.02378367,0.08826412,0.3200012],"study_design_scores_gemma":[0.2687019,0.1889173,0.07374458,0.02801382,0.001138087,0.001308383,0.04253533,0.01369374,0.01191305,0.02025897,0.3482363,0.001538539],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002127316,0.00003260126,0.001160021,0.00006902376,0.00005003402,0.9957954,0.0003256833,0.00001984477,0.0004200288],"genre_scores_gemma":[0.000801746,0.00003907266,0.00201936,0.00005036396,0.000008338438,0.9969451,0.00005345771,0.000001550427,0.0000809287],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08030614,"threshold_uncertainty_score":0.4247046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3976378704035159,"score_gpt":0.6888197730181209,"score_spread":0.291181902614605,"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."}}