{"id":"W4224939855","doi":"10.2196/33706","title":"Adoption of a Postoperative Pain Self-Report Tool: Qualitative Study","year":2022,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"eHealth; Thematic analysis; Qualitative research; Process (computing); Knowledge management; Psychological intervention; Business; Competitive advantage; Health care; Process management; Nursing; Medicine; Computer science; Marketing","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":[0.02382563,0.000526833,0.0007991159,0.002474414,0.004748148,0.003010375,0.001620773,0.001536223,0.001943349],"category_scores_gemma":[0.02983079,0.0007948236,0.0006065152,0.002210286,0.004765528,0.003407339,0.003402003,0.001956724,0.0003662289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004666666,"about_ca_system_score_gemma":0.004866533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004668797,"about_ca_topic_score_gemma":0.006882177,"domain_scores_codex":[0.9887889,0.007884855,0.0005625723,0.0006033661,0.001078763,0.001081505],"domain_scores_gemma":[0.9672977,0.02564585,0.002151598,0.0005213451,0.003167638,0.001215853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004634788,0.0001654364,0.01152139,0.0005024256,0.000009758666,0.0009873332,0.9770501,0.00004036855,0.001608181,0.0005127738,0.0002861831,0.007269722],"study_design_scores_gemma":[0.00000714588,0.0001577384,0.005098594,0.0004014979,0.000008388965,0.0004378754,0.9895811,0.00013704,0.0005974098,0.0001301494,0.003422685,0.0000203107],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921583,0.0005717829,0.003177873,0.00103069,0.00003719741,0.0005847107,0.0002847425,0.00001571176,0.002139014],"genre_scores_gemma":[0.9930592,0.001142919,0.002650211,0.0006899529,0.00001443981,0.001010205,0.0001423242,0.00002349732,0.001267331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02382563,"threshold_uncertainty_score":0.1260035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08807551438490463,"score_gpt":0.4974284338574489,"score_spread":0.4093529194725443,"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."}}