{"id":"W1982630721","doi":"10.1038/ncomms1169","title":"Development and host cell modifications of Plasmodium falciparum blood stages in four dimensions","year":2011,"lang":"en","type":"article","venue":"Nature Communications","topic":"Malaria Research and Control","field":"Medicine","cited_by":230,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Deutsche Forschungsgemeinschaft","keywords":"Plasmodium falciparum; Biogenesis; Malaria; Biology; Parasite hosting; Phenotype; Plasmodium (life cycle); Cell biology; Blood cell; Computational biology; Immunology; Genetics; Gene; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002323574,0.00009413907,0.0001870535,0.0002128908,0.0001337761,0.000007030435,0.0003655911,0.0001640429,0.00003282108],"category_scores_gemma":[0.0001747752,0.00008383906,0.00003323486,0.0002613674,0.0001290463,0.00005253389,0.000230218,0.0007000433,0.000007700577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002327706,"about_ca_system_score_gemma":0.0002282641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007078607,"about_ca_topic_score_gemma":0.0007468176,"domain_scores_codex":[0.9991509,0.00007971868,0.0002689178,0.0001465043,0.0001688879,0.0001850216],"domain_scores_gemma":[0.9983363,0.000173118,0.00007472627,0.001110361,0.0001761223,0.0001294242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0007112619,0.01047925,0.3024237,0.000440627,0.0007299621,0.00005583838,0.01862762,0.000004162707,0.2447698,0.4144326,0.002950572,0.004374611],"study_design_scores_gemma":[0.003420016,0.0001596859,0.9377574,0.0001257916,0.0001571225,0.00002117136,0.001030792,0.0004784544,0.04013058,0.0002350503,0.01626223,0.0002217205],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9473436,0.00880771,0.0001136949,0.009195095,0.0000420698,0.001081402,0.00005699682,0.00005668878,0.03330271],"genre_scores_gemma":[0.9617393,0.000760813,0.03684696,0.00009967011,0.000005275283,0.0001165043,0.0000284655,0.0000106511,0.0003923393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6353337,"threshold_uncertainty_score":0.3418857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05368430383281451,"score_gpt":0.3046647552690576,"score_spread":0.2509804514362431,"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."}}