{"id":"W4304809620","doi":"10.5539/ijb.v14n2p28","title":"Ethological and Physiological Harmful Effects of Metformin, An Antidiabetic Used to Treat Type 2-Diabetes: A Study on Ants as Biological Models","year":2022,"lang":"en","type":"article","venue":"International Journal of Biology","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metformin; Type 2 diabetes; Drug; Medicine; Habituation; Adverse effect; Pharmacology; Diabetes mellitus; Toxicology; Biology; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002036935,0.0003293687,0.0002110772,0.0003271711,0.0003944252,0.0003480455,0.000154393,0.0002849784,0.001549349],"category_scores_gemma":[0.000230678,0.00008062386,0.0004391531,0.0001381858,0.0002969582,0.0002963798,0.000293062,0.0005820307,0.0001961389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002306705,"about_ca_system_score_gemma":0.0002582742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001037537,"about_ca_topic_score_gemma":0.001809189,"domain_scores_codex":[0.9999067,0.00002556839,0.000004600995,0.00002033492,0.00002594664,0.00001681633],"domain_scores_gemma":[0.9998496,0.00002472239,0.00003937259,0.00001626761,0.00002543237,0.00004465313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005453861,0.01963583,0.1243501,0.001199122,0.0003243369,0.002556398,0.002651521,0.001746348,0.6353957,0.002609948,0.004365003,0.1997118],"study_design_scores_gemma":[0.0004533045,0.04966151,0.7762919,0.0002121439,0.0007583007,0.00540567,0.004782713,0.009873313,0.1026663,0.002349699,0.04736666,0.0001784588],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995146,0.0015374,0.0005398172,0.0001760364,0.00003785311,0.0000472124,0.000111677,0.000009432788,0.002394592],"genre_scores_gemma":[0.9883432,0.003071673,0.002244613,0.0002152313,0.00003958516,0.0001374972,0.0002904923,0.000008174135,0.005649548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001549349,"threshold_uncertainty_score":0.00518316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1116124759993922,"score_gpt":0.400113778391338,"score_spread":0.2885013023919458,"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."}}