{"id":"W4396928328","doi":"10.3389/fmala.2024.1386266","title":"How to quantify developmental synchrony in malaria parasites","year":2024,"lang":"en","type":"article","venue":"Frontiers in Malaria","topic":"Malaria Research and Control","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Malaria; Biology; Psychology; Evolutionary biology; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004361102,0.000508928,0.0007560328,0.001745185,0.0005117708,0.001456618,0.0009012003,0.0007107923,0.001369118],"category_scores_gemma":[0.02296,0.0004822426,0.0006662564,0.001410697,0.0009372454,0.002115323,0.001387711,0.00123459,0.0004615966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008098169,"about_ca_system_score_gemma":0.0008998742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003519364,"about_ca_topic_score_gemma":0.004029717,"domain_scores_codex":[0.9982026,0.0007492725,0.0001619249,0.0004647399,0.0003382986,0.00008315212],"domain_scores_gemma":[0.9922036,0.0045799,0.001440722,0.0008471123,0.0006247816,0.0003038552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003591363,0.000148461,0.1911979,0.0009742014,0.0007282817,0.000378488,0.002029521,0.2573948,0.1292272,0.04931411,0.004836502,0.3634115],"study_design_scores_gemma":[0.00004976553,0.0002714093,0.1328373,0.0003243085,0.0001900881,0.0006981904,0.0009901548,0.6992046,0.05883991,0.08841413,0.01792818,0.0002519481],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1304843,0.001300348,0.8622307,0.0007931998,0.0001850974,0.0001060699,0.0009853609,0.0005555419,0.003359329],"genre_scores_gemma":[0.6628158,0.001340738,0.3330538,0.0002141689,0.0001446607,0.0002680646,0.000828852,0.0003003273,0.001033547],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004361102,"threshold_uncertainty_score":0.02306402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01463803072681886,"score_gpt":0.2797486959920293,"score_spread":0.2651106652652104,"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."}}