{"id":"W2319140046","doi":"10.1097/01.ede.0000416881.89288.7c","title":"S-027","year":2012,"lang":"war","type":"article","venue":"Epidemiology","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008830513,0.0005616578,0.0004708397,0.001248709,0.0007212197,0.00216099,0.000936223,0.00191097,0.8818364],"category_scores_gemma":[0.003900032,0.0002705256,0.0005728815,0.001045194,0.0002242249,0.0007128066,0.001210342,0.0009907793,0.760723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006069685,"about_ca_system_score_gemma":0.002345594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002345184,"about_ca_topic_score_gemma":0.004149407,"domain_scores_codex":[0.9995083,0.00008259853,0.00004413051,0.00008633752,0.000190943,0.00008767791],"domain_scores_gemma":[0.9973683,0.0004007632,0.00009025468,0.0002003306,0.001171514,0.0007688722],"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":[0.0001542453,0.00008499037,0.0008571911,0.0001728026,0.00001018161,0.0001411376,0.00002516788,0.00003535453,0.0003380686,0.001601973,0.8153345,0.1812444],"study_design_scores_gemma":[0.0001164219,0.00008254898,0.001501785,0.0002123229,0.00001032961,0.0002074581,0.00004577359,0.00005055463,0.000152496,0.0007123199,0.9969025,0.000005464947],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0013952,0.001611372,0.0009430203,0.008394626,0.0072038,0.0004531045,0.01912981,0.001433427,0.9594356],"genre_scores_gemma":[0.005109604,0.00119604,0.001330801,0.005152475,0.001552839,0.0001907477,0.01232786,0.0004015333,0.9727381],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1181636,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2764499012833607,"score_gpt":0.5590067311502617,"score_spread":0.282556829866901,"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."}}