{"id":"W4242577577","doi":"10.7287/peerj.500v0.2/reviews/1","title":"Peer Review #1 of \"Newspaper coverage of biobanks (v0.2)\"","year":2014,"lang":"en","type":"peer-review","venue":"","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Biobank; Newspaper; Internet privacy; Computer science; Advertising; Biology; Business; Bioinformatics","routes":{"ca_aff":true,"ca_fund":false,"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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02722966,0.001153198,0.002199485,0.009137321,0.007162598,0.01386792,0.004882863,0.007318468,0.5140889],"category_scores_gemma":[0.2135349,0.001225026,0.002034226,0.005583318,0.002855062,0.007135097,0.006937656,0.003088808,0.3215801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003335918,"about_ca_system_score_gemma":0.01708091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004883589,"about_ca_topic_score_gemma":0.00911511,"domain_scores_codex":[0.9670069,0.008585088,0.004050836,0.002059668,0.01617639,0.002121208],"domain_scores_gemma":[0.6274022,0.0412559,0.0111957,0.01379534,0.2917899,0.01456091],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002708757,0.00001464588,0.0001424233,0.00154229,0.00001025459,0.00005350629,0.0001198537,0.00001091826,0.000147393,0.000269137,0.9782522,0.01941032],"study_design_scores_gemma":[0.00004531305,0.00002374819,0.001020092,0.002080174,0.00001389769,0.00006923307,0.0003040589,0.00008500046,0.0002157604,0.0005321926,0.9955862,0.00002429702],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.00321797,0.007225568,0.003728273,0.1924233,0.4872675,0.0110553,0.03142482,0.003825456,0.2598318],"genre_scores_gemma":[0.02439906,0.01580225,0.009100379,0.05648754,0.1556837,0.01083702,0.02879863,0.004944088,0.6939473],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9926815,"threshold_uncertainty_score":0.6930932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5012194650028425,"score_gpt":0.6124757515318983,"score_spread":0.1112562865290557,"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."}}