{"id":"W2015094446","doi":"10.1159/000357527","title":"Population Biobanking and International Collaboration","year":2014,"lang":"en","type":"article","venue":"Pathobiology","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Biobank; Population; Business; Political science; Environmental planning; Geography; Medicine; Environmental health; Biology; Bioinformatics","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":[],"consensus_categories":[],"category_scores_codex":[0.06514799,0.0004952672,0.0007224683,0.003945058,0.005686047,0.01128468,0.00173235,0.002237478,0.01684161],"category_scores_gemma":[0.09927954,0.0003491935,0.0004740425,0.008380061,0.007305845,0.01233803,0.0164579,0.002877891,0.001514011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004386219,"about_ca_system_score_gemma":0.01209719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00312361,"about_ca_topic_score_gemma":0.002866868,"domain_scores_codex":[0.9142436,0.06920547,0.003029831,0.004935813,0.004425394,0.004159968],"domain_scores_gemma":[0.9185534,0.03839247,0.01143829,0.01501226,0.009527589,0.007075969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007592849,0.0001453482,0.02640381,0.0002714719,0.00009841997,0.0003681707,0.03801814,0.000924501,0.0002340368,0.7432745,0.02694619,0.1632395],"study_design_scores_gemma":[0.0000385406,0.00009827881,0.01768428,0.001123755,0.00004381264,0.0003620104,0.02591176,0.0007575962,0.0003407607,0.4998429,0.4537426,0.00005371452],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1572692,0.01727461,0.1487006,0.1279905,0.00198138,0.001305542,0.002099951,0.0003400361,0.5430382],"genre_scores_gemma":[0.9165166,0.005217379,0.04517266,0.01006684,0.0006147326,0.001381873,0.001103643,0.0001528937,0.01977353],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06514799,"threshold_uncertainty_score":0.3445396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02528330849668458,"score_gpt":0.2523790489873682,"score_spread":0.2270957404906837,"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."}}