{"id":"W6960607813","doi":"10.1371/journal.pgph.0003490.s002","title":"Cohort creation process.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Plant pathogens and resistance mechanisms","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Odds; Odds ratio; Ethnic group; Vaccination; South asia; Immigration; Cohort","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":[0.01786208,0.001251504,0.002582072,0.006029831,0.0008071982,0.003343299,0.002215446,0.001739359,0.5130525],"category_scores_gemma":[0.08519834,0.001712505,0.002216394,0.007216331,0.0005089153,0.001857342,0.003033781,0.002612807,0.1471615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001408644,"about_ca_system_score_gemma":0.01540722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009162239,"about_ca_topic_score_gemma":0.01203695,"domain_scores_codex":[0.993907,0.001644124,0.001337951,0.001791265,0.000853441,0.0004663124],"domain_scores_gemma":[0.9598186,0.01614438,0.002128442,0.01309302,0.007109254,0.001706355],"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":[0.001505027,0.00007432984,0.004832673,0.005648217,0.0003637185,0.0001766129,0.0005606352,0.0004856006,0.0002958433,0.006793239,0.8964867,0.08277752],"study_design_scores_gemma":[0.003481939,0.0002037451,0.009772151,0.003766783,0.0004970324,0.0001660309,0.0003074118,0.003285808,0.0004950216,0.02125284,0.9566413,0.0001298856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001455114,0.0002871006,0.0288437,0.001283152,0.001749713,0.01298436,0.9331085,0.007629376,0.012659],"genre_scores_gemma":[0.02817322,0.001241996,0.1346878,0.003621023,0.001198086,0.2751692,0.4676412,0.01124467,0.07702278],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4869475,"threshold_uncertainty_score":0.6945715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02328268502869694,"score_gpt":0.2305736951211555,"score_spread":0.2072910100924585,"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."}}