{"id":"W6931472407","doi":"10.5281/zenodo.5728141","title":"bcgsc/pori: v1.0.0","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre","funders":"","keywords":"Interpretation (philosophy); Process (computing); Identification (biology); Work (physics)","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":[0.007307411,0.002546267,0.001931109,0.005798383,0.0009257182,0.005608347,0.00452958,0.002477491,0.187767],"category_scores_gemma":[0.01959582,0.002141849,0.001726466,0.004181237,0.001310171,0.002679464,0.007013479,0.002486152,0.2717143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001226144,"about_ca_system_score_gemma":0.003591491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003609091,"about_ca_topic_score_gemma":0.002491348,"domain_scores_codex":[0.9964632,0.0008729796,0.0004401921,0.0007629975,0.001009696,0.0004509052],"domain_scores_gemma":[0.9913982,0.002763677,0.001268756,0.002322292,0.001433013,0.0008141407],"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":[0.001296559,0.00005559341,0.003026776,0.002352382,0.0001799122,0.0002809965,0.0002298335,0.0009800055,0.004774537,0.005851939,0.9072075,0.07376394],"study_design_scores_gemma":[0.0004845659,0.000100497,0.004155111,0.0008260356,0.000175128,0.001460641,0.00008165486,0.004424359,0.02039913,0.0211516,0.946489,0.0002522452],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.002854552,0.002006661,0.1124726,0.001606974,0.0004677344,0.0007923827,0.3664064,0.4720125,0.04138008],"genre_scores_gemma":[0.02139462,0.001358871,0.1433483,0.002768815,0.0004840367,0.002751739,0.5837917,0.2094356,0.03466639],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.187767,"threshold_uncertainty_score":0.6281433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04127692569611107,"score_gpt":0.269805047315359,"score_spread":0.228528121619248,"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."}}