{"id":"W3099906895","doi":"10.1007/s42399-020-00634-0","title":"Applying Immune Instincts and Maternal Intelligence from Comparative Microbiology to COVID-19","year":2020,"lang":"en","type":"review","venue":"SN Comprehensive Clinical Medicine","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's & Women's Health Centre of British Columbia; University of British Columbia","funders":"","keywords":"Immunity; Vaccination; Immunology; Instinct; Harm; Immune system; Mucosal immunity; Biology; Medicine; Psychology; Social psychology; Evolutionary biology","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000793803,0.001028174,0.00787227,0.0004657423,0.0001614984,0.00002660544,0.0005017464,0.0007056542,0.0005624407],"category_scores_gemma":[0.01101154,0.0007458475,0.0005407431,0.0008819829,0.001314323,0.00005534872,0.0007948758,0.002175806,0.0006160041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004679646,"about_ca_system_score_gemma":0.001231825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006420969,"about_ca_topic_score_gemma":0.0000206716,"domain_scores_codex":[0.9924383,0.001064789,0.003367686,0.002142491,0.0003908447,0.0005958883],"domain_scores_gemma":[0.9869714,0.00807568,0.001187367,0.001200437,0.0004662324,0.002098928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000789766,0.0001406567,0.0003823276,0.01081867,0.00105563,0.000613977,0.0005888761,0.000002692763,0.0002697916,0.00005238456,0.005203531,0.9800817],"study_design_scores_gemma":[0.001512951,0.002121131,0.0005477773,0.01572968,0.002150083,0.0008760832,0.0002814299,0.00002156518,0.00001294983,0.00015386,0.9760476,0.0005449324],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000594656,0.9738587,0.002740746,0.01352977,0.002588255,0.00613056,0.0001885764,0.0002262652,0.0001424389],"genre_scores_gemma":[0.0007182805,0.9654187,0.001542288,0.02745616,0.003651606,0.0003269135,0.0006833592,0.00009419474,0.0001085003],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9795368,"threshold_uncertainty_score":0.9994993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4143652685760331,"score_gpt":0.5457866270437738,"score_spread":0.1314213584677407,"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."}}