{"id":"W1996082798","doi":"10.1016/j.atg.2014.04.004","title":"P3G — 10years of toolbuilding: From the population biobank to the clinic","year":2014,"lang":"en","type":"article","venue":"Applied & Translational Genomics","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Quebec Population Health Research Network","funders":"Canadian Institutes of Health Research; Genome Canada","keywords":"Biobank; Medicine; Population; Internal medicine; Bioinformatics; Biology; Environmental health","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":[0.07952758,0.001170501,0.0007709082,0.003411347,0.008224503,0.01894208,0.006715341,0.008965435,0.03363373],"category_scores_gemma":[0.0937302,0.001214204,0.001194547,0.004792078,0.009110731,0.01372879,0.03144958,0.01605395,0.01874738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0175155,"about_ca_system_score_gemma":0.07428918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0273734,"about_ca_topic_score_gemma":0.02615664,"domain_scores_codex":[0.9504808,0.02669829,0.00176057,0.003944555,0.009974441,0.007141367],"domain_scores_gemma":[0.8904545,0.02270998,0.002606505,0.01928207,0.01828889,0.04665805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002057357,0.000264043,0.003607194,0.0002971787,0.00003581135,0.001378171,0.007168708,0.0005100993,0.0008664009,0.06962989,0.7049365,0.2111004],"study_design_scores_gemma":[0.00005069365,0.0001071757,0.002651635,0.0005426041,0.000009693321,0.0006924004,0.002815868,0.0004938665,0.0005428305,0.03142869,0.9606014,0.00006315127],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02206067,0.004930651,0.09239764,0.7316626,0.01466596,0.001377958,0.002653517,0.01132157,0.1189295],"genre_scores_gemma":[0.2403797,0.006360527,0.2698399,0.3488881,0.005762229,0.003639707,0.01020389,0.01352849,0.1013975],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07952758,"threshold_uncertainty_score":0.4205871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2366786880743223,"score_gpt":0.4659415388475563,"score_spread":0.2292628507732341,"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."}}