{"id":"W2324757506","doi":"10.1089/bio.2014.0052","title":"Funding Sources for Canadian Biorepositories: The Role of User Fees and Strategies to Help Fill the Gap","year":2014,"lang":"en","type":"article","venue":"Biopreservation and Biobanking","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Ontario Institute for Cancer Research; CancerCare Manitoba; Canadian Women's Health Network","funders":"Canadian Institutes of Health Research","keywords":"Business; User fee; Quality (philosophy); Best practice; Accounting; Environmental resource management; Management; Economics; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005371657,0.0000908613,0.0001206692,0.00005346217,0.0004599789,0.00009320012,0.0001490373,0.0001182806,0.00002206173],"category_scores_gemma":[0.0001365369,0.0000466614,0.00003158258,0.0001085662,0.0001969786,0.0000647856,0.00005814513,0.00007002879,9.13972e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008042814,"about_ca_system_score_gemma":0.00002569636,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008430094,"about_ca_topic_score_gemma":0.008079069,"domain_scores_codex":[0.9993784,0.00009051307,0.0001553381,0.0001519544,0.00002784216,0.0001959189],"domain_scores_gemma":[0.9994122,0.0002894157,0.00006232457,0.0001356336,0.00007190307,0.00002847561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001310574,0.00002298471,0.138818,0.00006871745,0.0001822778,1.378423e-7,0.002572355,0.000003680855,0.6531523,0.1693546,0.00245101,0.03324286],"study_design_scores_gemma":[0.0003088774,0.0002217611,0.09227797,0.00005411082,0.00007132627,0.000006351342,0.005938347,0.0001824901,0.1323752,0.006908835,0.76147,0.0001847863],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856673,0.002422777,0.0009229393,0.009157347,0.0002851094,0.0003921909,0.0000439635,0.00001947327,0.001088853],"genre_scores_gemma":[0.9983322,0.00003442958,0.0005621279,0.0006412241,0.00007749189,0.00001386498,0.000006694198,0.000005071498,0.0003268711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.759019,"threshold_uncertainty_score":0.9981729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02936114995561427,"score_gpt":0.2740478693890629,"score_spread":0.2446867194334487,"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."}}