{"id":"W2607143560","doi":"10.1097/tp.0000000000001695","title":"“Effective” Requesting","year":2017,"lang":"en","type":"article","venue":"Transplantation","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Canadian Blood Services; Montreal Children's Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Affect (linguistics); Donation; Informed consent; Psychology; Family medicine; Empirical research; Social psychology; Medicine; Alternative medicine; Political science; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001051632,0.00006823659,0.0000901165,0.00005329586,0.0002696704,0.00004699156,0.00004889,0.00004466921,0.00008500794],"category_scores_gemma":[0.00002914631,0.0000640356,0.00003584372,0.0000245046,0.0000373941,0.0002361661,0.000001492939,0.00007791716,0.00009764315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001840482,"about_ca_system_score_gemma":0.00001891294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004171098,"about_ca_topic_score_gemma":0.00002493451,"domain_scores_codex":[0.999516,0.00001543319,0.0001092974,0.0001288624,0.0001379409,0.00009249292],"domain_scores_gemma":[0.9996256,0.00003042948,0.00006743935,0.0001745894,0.00005107968,0.00005090405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001850079,0.0002421414,0.5917017,0.001594404,0.0001518799,0.0006995175,0.003645898,0.0000240228,0.1937032,0.01683806,0.000121801,0.1894273],"study_design_scores_gemma":[0.002091539,0.00007123678,0.9546419,0.0001261125,0.0001260523,0.0001856041,0.00001189161,0.0001907772,0.0420415,0.0002231069,0.0002158825,0.00007434273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9361675,0.00002086207,0.009763768,0.001125424,0.0001783922,0.0003825938,0.00001262498,0.000132581,0.05221619],"genre_scores_gemma":[0.9978654,0.0001169405,0.001268829,0.0001470249,0.00009877621,0.00001455853,0.0001009422,0.00001152871,0.000375984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3629403,"threshold_uncertainty_score":0.2611296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01938754490310132,"score_gpt":0.3222958451743751,"score_spread":0.3029083002712738,"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."}}