{"id":"W6887939914","doi":"10.17632/s4r6xfdhjs.1","title":"BioMnoTrpyCD","year":2022,"lang":"en","type":"dataset","venue":"DIGITAL.CSIC (Spanish National Research Council (CSIC))","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Informed consent; Ethics committee; Disease; Helsinki declaration; Clinical trial; Chemokine; Medical record; Inclusion (mineral)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002671343,0.001507318,0.00146915,0.003631286,0.001703917,0.007239399,0.003017549,0.002628596,0.822571],"category_scores_gemma":[0.01638818,0.0009729433,0.001035971,0.004574715,0.001555425,0.002821605,0.00565803,0.002980083,0.731178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001415646,"about_ca_system_score_gemma":0.003950348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002788219,"about_ca_topic_score_gemma":0.003289294,"domain_scores_codex":[0.9958229,0.0006854307,0.0003986006,0.0009306557,0.001747967,0.0004143808],"domain_scores_gemma":[0.994015,0.0008940462,0.0003636744,0.001968548,0.002024726,0.0007340083],"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":[0.0002632049,0.00008343334,0.0004654106,0.001123562,0.00002654389,0.0002324648,0.0001467579,0.00008553384,0.001306892,0.0089522,0.8132066,0.1741074],"study_design_scores_gemma":[0.0000193081,0.00001263774,0.0002852911,0.0001388686,0.000004814565,0.0001288624,0.00003739601,0.00005674159,0.0002475397,0.001089107,0.997972,0.000007622097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.001618565,0.004496683,0.01245309,0.009243747,0.02016541,0.0007093147,0.08460252,0.0149745,0.8517361],"genre_scores_gemma":[0.01472366,0.005126754,0.01592509,0.005805993,0.002268059,0.001013788,0.07264131,0.01190954,0.8705859],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.177429,"threshold_uncertainty_score":0.2530808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3449828265651715,"score_gpt":0.408407131924471,"score_spread":0.06342430535929955,"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."}}