{"id":"W6904551622","doi":"10.1371/journal.pone.0250993.s001","title":"Common trends.","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Quarter (Canadian coin); Cohort; Population","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":[],"consensus_categories":[],"category_scores_codex":[0.003039298,0.0007172658,0.0007338375,0.005550649,0.0003986134,0.001629537,0.001384096,0.0007481937,0.2107259],"category_scores_gemma":[0.03584055,0.0005480149,0.002859884,0.008617356,0.0003739664,0.001926205,0.001816464,0.001605328,0.02794676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001229646,"about_ca_system_score_gemma":0.002384793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04221651,"about_ca_topic_score_gemma":0.03870115,"domain_scores_codex":[0.9960893,0.0009134489,0.0004241706,0.001078735,0.001003258,0.0004911023],"domain_scores_gemma":[0.9838186,0.005066333,0.003662501,0.002437098,0.004231269,0.0007841407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007382717,0.00006855658,0.03585929,0.001703675,0.0008106651,0.0001025402,0.0003435839,0.001474231,0.0002652034,0.009461195,0.8585672,0.09060556],"study_design_scores_gemma":[0.0007028063,0.0003742125,0.2455936,0.001711457,0.0008507559,0.0005563772,0.0007789654,0.005421986,0.0007003488,0.01115599,0.7320136,0.0001397522],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.01444781,0.002551519,0.007816338,0.002932511,0.00113764,0.000517727,0.9065375,0.005567322,0.05849175],"genre_scores_gemma":[0.2689049,0.00312298,0.01800295,0.002849916,0.0009343995,0.002087817,0.621546,0.004786597,0.07776438],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2107259,"threshold_uncertainty_score":0.7049483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04775856966326737,"score_gpt":0.3166745316184866,"score_spread":0.2689159619552193,"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."}}