{"id":"W6927093634","doi":"10.26126/intervals.f4a62l","title":"[Group level statistics] Ames assay","year":2021,"lang":"en","type":"dataset","venue":"INTERVALS","topic":"Streptococcal Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ames test; Sidestream smoke; Analyte; Cigarette smoke; Statistical analysis; Descriptive statistics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001054684,0.0002747396,0.0005685905,0.0001306675,0.00004679475,0.00005857781,0.00009202102,0.0002343582,0.007659146],"category_scores_gemma":[0.0003377095,0.0002233353,0.000207111,0.0001112659,0.00005646941,0.00002944363,0.000103417,0.0003525264,0.001306868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001429846,"about_ca_system_score_gemma":0.00009721177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001028422,"about_ca_topic_score_gemma":0.0003644285,"domain_scores_codex":[0.9987523,0.00007908636,0.000352055,0.0003685302,0.0002242975,0.0002237236],"domain_scores_gemma":[0.9987742,0.0001853074,0.0001330692,0.0006191822,0.000148281,0.0001399739],"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":[0.00001744959,0.0004958324,0.0006612352,0.0001910447,0.0006744184,0.0007286669,0.000004717174,5.658354e-8,0.00001951903,0.00001937867,0.9900274,0.007160303],"study_design_scores_gemma":[0.0007274042,0.000319404,0.003102921,0.0006344297,0.0005693713,0.0001453023,0.0000159967,0.000002166866,0.0001348094,0.00008922406,0.9940839,0.0001751129],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001075567,0.0003456231,0.0008110388,0.0001073006,0.0009298167,0.0003266709,0.9969437,0.00003605831,0.0003922715],"genre_scores_gemma":[0.0001287909,0.0002240875,0.001369629,0.0005341377,0.0003178156,0.0001217333,0.9929144,0.00002557855,0.004363765],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.00698519,"threshold_uncertainty_score":0.9994707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06985616717526973,"score_gpt":0.3668385321849567,"score_spread":0.2969823650096869,"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."}}