{"id":"W2896020046","doi":"10.1080/24740527.2018.1534543","title":"A parent–science partnership to improve postsurgical pain management in young children: Co-development and usability testing of the Achy Penguin smartphone-based app","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Pain","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Institute for Clinical Evaluative Sciences; University of Toronto; SickKids Foundation; Hospital for Sick Children; McMaster University","funders":"","keywords":"Usability; General partnership; Pain management; Mobile apps; Psychology; Medical education; Medicine; Computer science; Physical therapy; World Wide Web; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01542643,0.0001630781,0.0003007699,0.0006457236,0.0001598681,0.00004223863,0.0004250196,0.00005413293,0.00002275414],"category_scores_gemma":[0.003668371,0.000127171,0.00006087325,0.001012876,0.0004683794,0.00007398329,0.00006002423,0.0002466269,0.000001533687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006298562,"about_ca_system_score_gemma":0.001391231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00132597,"about_ca_topic_score_gemma":0.006995734,"domain_scores_codex":[0.9976127,0.0004816835,0.0006418583,0.0002781509,0.0004942167,0.0004914483],"domain_scores_gemma":[0.9982448,0.0002766086,0.0002634577,0.0003434452,0.0002247685,0.0006469814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004127542,0.00004485793,0.9738787,0.00006929217,0.00002145814,0.00005163326,0.0005764968,0.000003284719,0.0002762651,0.00002433287,0.001619588,0.02339279],"study_design_scores_gemma":[0.0007387811,0.0004270272,0.9949474,0.0003205996,0.0000363429,0.00001987858,0.0003621426,0.0004048777,0.00103386,0.0000627159,0.001502538,0.0001437865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946004,0.00006424489,0.001439336,0.001109126,0.00006078224,0.0007879003,0.000002748249,0.00001428751,0.00192123],"genre_scores_gemma":[0.9889536,0.000001488027,0.009690504,0.00116904,0.0001099,0.00001584249,0.00000132106,0.00001198691,0.00004632085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.023249,"threshold_uncertainty_score":0.5346524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02275603712831446,"score_gpt":0.2784744859269755,"score_spread":0.2557184487986611,"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."}}