{"id":"W4402483132","doi":"10.2196/58046","title":"Cocreative Development of Robotic Interaction Systems for Health Care: Scoping Review","year":2024,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Usability; Health care; Adaptability; Process (computing); Robotics; Control (management); Computer science; Human–computer interaction; Robot; European union; Knowledge management; Artificial intelligence; Process management; Engineering; Business; Political 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":[0.01625559,0.002034586,0.004902378,0.02146368,0.001412541,0.006076586,0.003192929,0.004703877,0.006327428],"category_scores_gemma":[0.06371774,0.001269616,0.004919585,0.01968667,0.00199349,0.004285076,0.00371089,0.002000797,0.001382684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004448777,"about_ca_system_score_gemma":0.02013923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007703014,"about_ca_topic_score_gemma":0.01008749,"domain_scores_codex":[0.9861345,0.004528245,0.004917544,0.000906565,0.003149275,0.0003640128],"domain_scores_gemma":[0.9148802,0.06974177,0.006132071,0.001756672,0.007049926,0.000439434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008381499,0.00006066876,0.000280262,0.7669427,0.001034123,0.0001992702,0.0009357545,0.0002722865,0.0003494824,0.002566326,0.003335668,0.2239396],"study_design_scores_gemma":[0.00002558808,0.0001009779,0.0006877921,0.9119847,0.003593336,0.0003033111,0.0006695807,0.000116901,0.0003806394,0.0009037852,0.08120169,0.00003161603],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005004655,0.9960946,0.0007610169,0.0003659581,0.0002205586,0.0003789453,0.0001834873,0.00001836313,0.001476551],"genre_scores_gemma":[0.004172369,0.9927828,0.001516219,0.0003274438,0.00008160024,0.0006139818,0.0002296605,0.00001352202,0.0002623028],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02146368,"threshold_uncertainty_score":0.08596879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1395375246901401,"score_gpt":0.5155630573542598,"score_spread":0.3760255326641198,"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."}}