{"id":"W3032387870","doi":"10.2196/17441","title":"A Digital Library for Increasing Awareness About Living Donor Kidney Transplants: Formative Study","year":2020,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Empathy and Medical Education","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Donation; Upload; Storytelling; Internet privacy; Social media; Medical education; World Wide Web; Psychology; Medicine; Computer science; 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":[0.03051913,0.0006903142,0.0009138493,0.005522468,0.007467263,0.009065509,0.002095751,0.002106142,0.00731514],"category_scores_gemma":[0.0877762,0.001092134,0.0007838958,0.003471651,0.004161105,0.00846468,0.01155043,0.002665134,0.001278335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004733291,"about_ca_system_score_gemma":0.00799174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002023542,"about_ca_topic_score_gemma":0.004132513,"domain_scores_codex":[0.9799441,0.01396549,0.001047913,0.001069468,0.002221096,0.001752133],"domain_scores_gemma":[0.9216795,0.05560252,0.005815973,0.00351032,0.009091527,0.004300119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002167243,0.004466649,0.03259794,0.001200075,0.00003061218,0.0006942303,0.9050945,0.00003687829,0.0005299134,0.0009763275,0.001785358,0.05237071],"study_design_scores_gemma":[0.0001419796,0.002099016,0.02471575,0.0008352319,0.00006626762,0.0004713173,0.9461617,0.0001489782,0.0009200923,0.0003400081,0.0240456,0.00005406594],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868008,0.0004998705,0.001080492,0.0009560218,0.0000797307,0.002887993,0.0003161058,0.00005020655,0.007328774],"genre_scores_gemma":[0.9803017,0.001356742,0.004714858,0.001599816,0.0001481509,0.006325235,0.0003358852,0.00006338459,0.005154245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03051913,"threshold_uncertainty_score":0.1614025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06809437929546754,"score_gpt":0.4080634054980395,"score_spread":0.339969026202572,"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."}}