{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009502673,0.0001920824,0.0003846544,0.0002321401,0.000396299,0.000189917,0.0002391398,0.0001091449,0.0001891916],"category_scores_gemma":[0.002086926,0.0001491119,0.0001215526,0.0006961008,0.0001686808,0.002016126,0.0001279905,0.0006989645,0.0001102707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009220466,"about_ca_system_score_gemma":0.001002385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001477622,"about_ca_topic_score_gemma":9.939971e-7,"domain_scores_codex":[0.9975591,0.0002807624,0.000459052,0.0002969597,0.0007929741,0.0006111692],"domain_scores_gemma":[0.9971988,0.001238887,0.000086873,0.0001987717,0.0002823151,0.0009944149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002555593,0.002642782,0.02700693,0.002687839,0.0002315975,0.00003194968,0.8997605,7.595075e-7,0.0001245233,0.0001535359,0.02881237,0.03599165],"study_design_scores_gemma":[0.01055703,0.01334744,0.1669721,0.005270138,0.0001367866,0.0001036541,0.742672,0.007239356,0.002767329,0.0005077603,0.0496299,0.0007964825],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836234,0.00008559949,0.00121684,0.004457009,0.0001207852,0.00282867,0.0004864316,0.0001549062,0.007026401],"genre_scores_gemma":[0.9969127,0.00004308696,0.0001679866,0.001064858,0.000401651,0.0007262962,0.0004336221,0.00003923087,0.0002105481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1570885,"threshold_uncertainty_score":0.6080607,"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."}}