{"id":"W3128265941","doi":"10.26443/mjm.v5i2.749","title":"Tropical Disease, the Hydra Technology Will Not Slay","year":2020,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital","funders":"","keywords":"Lernaean Hydra; Medicine; Tropical disease; Disease; Internal medicine; Biology; Cell biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001794125,0.0006486292,0.0004576177,0.0004540237,0.002989993,0.003006798,0.00100224,0.006381179,0.2997763],"category_scores_gemma":[0.004158433,0.0003837731,0.0009786395,0.0002355094,0.001464261,0.001583005,0.002194373,0.003128026,0.1409362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001626409,"about_ca_system_score_gemma":0.008064592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01697971,"about_ca_topic_score_gemma":0.03263838,"domain_scores_codex":[0.9986259,0.0001264036,0.00006352332,0.0001646286,0.0005551846,0.0004642912],"domain_scores_gemma":[0.9962183,0.000218677,0.0002353863,0.0003084926,0.001267842,0.001751311],"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":[0.0004059456,0.0001177734,0.00103216,0.000261226,0.00002036205,0.000251968,0.00003520543,0.00008907547,0.004064505,0.004590973,0.9074231,0.08170774],"study_design_scores_gemma":[0.00004044374,0.0000760754,0.001497197,0.0001066413,0.000007607064,0.0000944983,0.00006304016,0.00005238792,0.0005076595,0.0006715391,0.9968721,0.00001090803],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.004807149,0.003618658,0.001404987,0.1743944,0.04762301,0.0003800583,0.001879645,0.001597794,0.7642943],"genre_scores_gemma":[0.01474993,0.002090932,0.001171126,0.06194119,0.003511985,0.0001908501,0.0008065553,0.0001918518,0.9153457],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2997763,"threshold_uncertainty_score":0.9987842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01914956190675621,"score_gpt":0.2297271045828464,"score_spread":0.2105775426760902,"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."}}