{"id":"W7023971260","doi":"","title":"Physicians found an interactive tool displaying structured evidence summaries for multiple comparisons understandable and useful : a qualitative user testing study","year":2024,"lang":"en","type":"article","venue":"Archive ouverte UNIGE (University of Geneva)","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Helse Sør-Øst RHF; Norges Forskningsråd","keywords":"Session (web analytics); Test (biology); Guideline; Pictogram; Visualization; Sample (material); Evidence-based medicine; MEDLINE; Inclusion (mineral)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.09092487,0.0007340127,0.0008477778,0.001793071,0.00294894,0.002727708,0.0018236,0.002486086,0.003513037],"category_scores_gemma":[0.2012946,0.0009237278,0.000858876,0.001348972,0.004104685,0.003871075,0.00374652,0.001565584,0.0005787544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002564425,"about_ca_system_score_gemma":0.002512265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001740733,"about_ca_topic_score_gemma":0.002227864,"domain_scores_codex":[0.9235032,0.06829565,0.002453718,0.00176214,0.002506678,0.001478742],"domain_scores_gemma":[0.5750006,0.4006838,0.004926199,0.006005953,0.01103163,0.002351741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007091461,0.0006638257,0.02635355,0.001964588,0.00006507736,0.001933614,0.898293,0.0006991687,0.006332675,0.001027659,0.002576152,0.05938153],"study_design_scores_gemma":[0.000829766,0.007718867,0.04039693,0.003093208,0.0003119848,0.003888594,0.858521,0.0106018,0.01665453,0.002975189,0.05450653,0.0005016185],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738677,0.0003022152,0.02030331,0.001635724,0.00003518474,0.001402465,0.0002240005,0.0001805362,0.002048889],"genre_scores_gemma":[0.9593199,0.0002598736,0.03508678,0.001291591,0.00001997662,0.003092705,0.0001040094,0.00009255112,0.0007325971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09092487,"threshold_uncertainty_score":0.4808624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05827670902169187,"score_gpt":0.295919008638073,"score_spread":0.2376422996163811,"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."}}