{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.03809177,0.001795886,0.001642636,0.00300075,0.002344058,0.005084768,0.006844505,0.001144971,0.1009583],"category_scores_gemma":[0.1487971,0.001994846,0.0009342458,0.007562323,0.002220116,0.003073235,0.005051931,0.006837629,0.06168516],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.07131536,"about_ca_system_score_gemma":0.09221715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00159052,"about_ca_topic_score_gemma":0.001674503,"domain_scores_codex":[0.8875276,0.001226618,0.001938276,0.003568388,0.1020425,0.003696672],"domain_scores_gemma":[0.9287128,0.005734629,0.0009397502,0.003176639,0.05969137,0.001744802],"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":[0.0004451727,0.001706871,0.000007928664,0.0003143355,0.0007080219,0.0006592906,0.00008045405,0.00007513198,0.00006689191,0.002052143,0.9926753,0.001208446],"study_design_scores_gemma":[0.001753123,0.0005364111,0.00005796146,0.0001692688,0.00007654158,0.0001529834,0.0002178749,0.00007884479,0.00001738737,0.008707223,0.9863545,0.001877858],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005860866,0.001417325,0.0000037406,0.0007532318,0.001197493,0.002217822,0.8816463,0.0005220999,0.1121834],"genre_scores_gemma":[0.0008061598,0.0005383534,0.00003438993,0.0007879379,0.001949336,0.001904774,0.9749015,0.0006478613,0.01842971],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1107053,"threshold_uncertainty_score":0.9994786,"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."}}