{"id":"W4399355062","doi":"10.24908/ijsle.v19i1.16532","title":"Iteration and Communication During the Development of a Smartphone Endoscope Adapter","year":2024,"lang":"en","type":"article","venue":"International Journal for Service Learning in Engineering Humanitarian Engineering and Social Entrepreneurship","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Adapter (computing); Endoscope; Computer science; Smartphone application; Human–computer interaction; Embedded system; Multimedia; Medicine; Computer hardware; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02004301,0.00124706,0.0004380928,0.001257997,0.00297111,0.005093686,0.001995979,0.002292362,0.001732844],"category_scores_gemma":[0.04334353,0.0009288524,0.0008125993,0.000360572,0.004858166,0.00423337,0.006958976,0.00225294,0.0006265118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001418613,"about_ca_system_score_gemma":0.002443167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005095938,"about_ca_topic_score_gemma":0.001123828,"domain_scores_codex":[0.9759193,0.01735917,0.0007444555,0.001178581,0.003317907,0.001480661],"domain_scores_gemma":[0.9669595,0.02343061,0.00141696,0.002285316,0.003616607,0.002290974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003377465,0.001652017,0.01686324,0.0004929585,0.0000652544,0.005529378,0.733224,0.003595711,0.01726492,0.009193171,0.00251721,0.2092644],"study_design_scores_gemma":[0.0002222791,0.00971783,0.02674713,0.001662666,0.0003047517,0.01398928,0.620492,0.03616099,0.06464093,0.02198758,0.2034142,0.0006603691],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9234597,0.0001813544,0.06100711,0.001223946,0.00009663533,0.0005762388,0.00001426405,0.0002566376,0.01318407],"genre_scores_gemma":[0.9268556,0.0002708737,0.0640148,0.0002361222,0.00003837936,0.0003398175,0.00003543013,0.0001578179,0.008051052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02004301,"threshold_uncertainty_score":0.1059988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02687842070422447,"score_gpt":0.3401220024764131,"score_spread":0.3132435817721886,"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."}}