{"id":"W2795950671","doi":"10.1111/trf.14602","title":"Assessing opportunities and challenges for establishing a national program to distribute cord blood for research","year":2018,"lang":"en","type":"article","venue":"Transfusion","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; Ottawa Hospital","funders":"Stem Cell Network; Canadian Blood Services","keywords":"General partnership; Business; Quality (philosophy); Transplantation; Medicine; Public relations; Political science; Finance; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1979883,0.0009168801,0.0008045071,0.003056352,0.01552332,0.0245444,0.007996985,0.008686437,0.01162728],"category_scores_gemma":[0.2828189,0.00102338,0.001092913,0.004046369,0.006921242,0.01513533,0.01193605,0.009069069,0.001670574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09794196,"about_ca_system_score_gemma":0.507762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4350528,"about_ca_topic_score_gemma":0.6164322,"domain_scores_codex":[0.8625011,0.07194913,0.006498688,0.005512055,0.02916228,0.02437668],"domain_scores_gemma":[0.5969877,0.1359239,0.02575695,0.009893287,0.1365948,0.09484345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008726777,0.001924412,0.2296077,0.008588708,0.0003825013,0.001726959,0.02810418,0.004479343,0.001697462,0.1174612,0.243259,0.3618959],"study_design_scores_gemma":[0.0005803169,0.002240353,0.2149642,0.02324096,0.0006246022,0.0012293,0.2320203,0.01146577,0.003165905,0.05524452,0.4546873,0.0005364429],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1112462,0.01239898,0.01181773,0.8078017,0.002010319,0.004975658,0.001484442,0.0003235512,0.04794144],"genre_scores_gemma":[0.7230037,0.01670558,0.1117467,0.1305286,0.0007026405,0.007483504,0.002245364,0.000189866,0.007394133],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4350528,"threshold_uncertainty_score":0.9890232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3938477737552185,"score_gpt":0.4605445578216561,"score_spread":0.06669678406643764,"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."}}