{"id":"W4404729335","doi":"10.1016/j.pecinn.2024.100360","title":"Perceived usability and acceptability of the My-Hip Fracture risk communication tool from the perspective of academic clinicians","year":2024,"lang":"en","type":"article","venue":"PEC Innovation","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Humber River Regional Hospital; University of Toronto; Humber College","funders":"Duke Claude D. Pepper Older Americans Independence Center, Duke Aging Center, Duke University; National Institute on Aging; National Institutes of Health","keywords":"Usability; Perspective (graphical); Hip fracture; Psychology; Risk communication; Medicine; Applied psychology; Medical education; Computer science; Risk analysis (engineering); Human–computer interaction; Internal medicine; Osteoporosis; Artificial intelligence","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":[0.02979362,0.0003842408,0.0007188696,0.001049531,0.001283326,0.003437905,0.0007616132,0.001332884,0.001921316],"category_scores_gemma":[0.1112231,0.0003698836,0.0007847258,0.0005282142,0.001525332,0.001432004,0.002232782,0.0009852932,0.0004084786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001272851,"about_ca_system_score_gemma":0.001874781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002922988,"about_ca_topic_score_gemma":0.002620014,"domain_scores_codex":[0.9728938,0.01759231,0.002317561,0.001107736,0.004788009,0.001300428],"domain_scores_gemma":[0.9150286,0.05778046,0.006065421,0.002053668,0.01466599,0.004405868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001854314,0.001649707,0.4584899,0.0027072,0.0003018355,0.002607468,0.3612754,0.0008635012,0.009144302,0.0005040021,0.004264431,0.1563378],"study_design_scores_gemma":[0.0004682361,0.01347938,0.427808,0.002258249,0.0005364285,0.006773872,0.5016621,0.006871594,0.006158135,0.001049928,0.03225956,0.0006745558],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951203,0.0006667522,0.001513954,0.0009394015,0.00004770752,0.0002057617,0.00007384027,0.00003961173,0.001392615],"genre_scores_gemma":[0.9954112,0.0004039797,0.003076472,0.0005190097,0.0000302014,0.0002065268,0.00005010657,0.00001944608,0.000282864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02979362,"threshold_uncertainty_score":0.1575656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02615183273031165,"score_gpt":0.3492153871654509,"score_spread":0.3230635544351393,"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."}}