{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0489105,0.0006524788,0.0007186254,0.001535232,0.001890305,0.00439494,0.001916647,0.003305467,0.009988964],"category_scores_gemma":[0.17725,0.0004209183,0.001392975,0.001242987,0.005152562,0.007834844,0.004499936,0.002091747,0.00184685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003443678,"about_ca_system_score_gemma":0.01026657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001457634,"about_ca_topic_score_gemma":0.002272258,"domain_scores_codex":[0.8937118,0.08197578,0.009539786,0.002747995,0.0103593,0.00166526],"domain_scores_gemma":[0.8482,0.1143719,0.01715771,0.007518078,0.01042381,0.002328498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005156942,0.0003521936,0.01649567,0.04812213,0.000501061,0.001371947,0.09677073,0.0007693988,0.00253383,0.1003336,0.05899662,0.6732371],"study_design_scores_gemma":[0.0002525681,0.0007310138,0.02418082,0.08882275,0.001188716,0.004137046,0.07363212,0.0007060167,0.0048057,0.07488958,0.7264164,0.0002372965],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1988749,0.1152643,0.1029816,0.1399355,0.006700185,0.005119246,0.001645994,0.0009898327,0.4284885],"genre_scores_gemma":[0.8140492,0.05048892,0.07858723,0.03781507,0.001747338,0.003210399,0.0007645231,0.0002181866,0.01311913],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0489105,"threshold_uncertainty_score":0.2586665,"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."}}