{"id":"W1870682151","doi":"10.2196/ijmr.4301","title":"What Kind of Information About Marginal Donors Is Available Through Sources Other Than Health Care Professionals for Patients on the Waiting List for Organ Transplantation?","year":2015,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Astellas Pharma","keywords":"Waiting list; Health professionals; Organ transplantation; Transplantation; Medicine; Health care; Intensive care medicine; Nursing; Family medicine; Psychology; Surgery; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005439187,0.0001541574,0.0003926526,0.003315136,0.0006624436,0.002447236,0.0003523696,0.000800299,0.005611505],"category_scores_gemma":[0.05138919,0.0001666612,0.0004904582,0.00286113,0.0007333118,0.003654405,0.001148481,0.0005237327,0.0006105458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009031016,"about_ca_system_score_gemma":0.002068244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002775495,"about_ca_topic_score_gemma":0.003362433,"domain_scores_codex":[0.9955932,0.002667049,0.0005743718,0.000224114,0.0006766824,0.0002644504],"domain_scores_gemma":[0.9260062,0.05403863,0.01374711,0.001039441,0.003044496,0.002124078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000625601,0.0002293279,0.732033,0.00804926,0.0002664365,0.0008667202,0.01989031,0.00008227986,0.0006004612,0.0007619435,0.007411373,0.2291833],"study_design_scores_gemma":[0.0001239502,0.0006424002,0.8178443,0.01733726,0.0009299105,0.005502808,0.08678981,0.0005213067,0.001098794,0.001780063,0.06730788,0.0001215722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9292145,0.03666822,0.0009540797,0.0156745,0.00012601,0.0001132224,0.00260991,0.00004739155,0.01459216],"genre_scores_gemma":[0.9813663,0.01435942,0.0008688818,0.002167023,0.0001208756,0.00004925826,0.0007640977,0.00001091131,0.0002932725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005611505,"threshold_uncertainty_score":0.02876556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09213079234321403,"score_gpt":0.4606960715588025,"score_spread":0.3685652792155885,"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."}}