{"id":"W2900768920","doi":"","title":"Building a data sharing model for global genomic research","year":2014,"lang":"en","type":"article","venue":"MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth)","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Office of the Privacy Commissioner of Canada","funders":"","keywords":"Data sharing; Computer science; Data science; Mechanism (biology); Big data; Business; Information privacy; Internet privacy; Knowledge management; Data mining","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch","open_science"],"consensus_categories":[],"category_scores_codex":[0.07086635,0.0005509101,0.0009358043,0.002105997,0.004386518,0.01789529,0.004361812,0.006891022,0.007736802],"category_scores_gemma":[0.05693392,0.000759121,0.002054458,0.003559957,0.01026517,0.03076749,0.01993467,0.008133733,0.002263384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00610705,"about_ca_system_score_gemma":0.01376379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002149211,"about_ca_topic_score_gemma":0.001817192,"domain_scores_codex":[0.9450296,0.03395757,0.00339863,0.005043547,0.0100525,0.002518084],"domain_scores_gemma":[0.9402903,0.02653113,0.003682875,0.01899675,0.006611428,0.003887477],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002488209,0.00002948143,0.0004288845,0.00003325733,0.0000135114,0.0001035369,0.0006014753,0.006299654,0.0002764975,0.9834119,0.001788093,0.006988873],"study_design_scores_gemma":[0.0000470177,0.00005767408,0.0001626303,0.0000897628,0.00001891801,0.0001647722,0.0004972438,0.02953816,0.0006613909,0.9368923,0.03183354,0.00003660989],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01498864,0.0002201773,0.910576,0.02783872,0.0002317316,0.0006421764,0.000243476,0.000278226,0.04498084],"genre_scores_gemma":[0.4714981,0.0004369962,0.5048527,0.005458472,0.000413432,0.00151081,0.0004941602,0.0001664114,0.01516902],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9956382,"threshold_uncertainty_score":0.3747815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.510883419816031,"score_gpt":0.4954144996399821,"score_spread":0.01546892017604895,"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."}}