{"id":"W4381243118","doi":"10.3390/life13061411","title":"Recent Reports on Bioactive Compounds from Marine Cyanobacteria in Relation to Human Health Applications","year":2023,"lang":"en","type":"review","venue":"Life","topic":"Algal biology and biofuel production","field":"Energy","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Cyanobacteria; Human health; Biology; Bacteria; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0003633228,0.0007573926,0.0009761401,0.002912797,0.0003045834,0.0009936123,0.0003981561,0.0006260719,0.006436517],"category_scores_gemma":[0.0006959803,0.0002359839,0.0006429299,0.003796331,0.0002632757,0.0008583157,0.0006491774,0.0008461931,0.001712622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003116814,"about_ca_system_score_gemma":0.0008450642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001097968,"about_ca_topic_score_gemma":0.001817057,"domain_scores_codex":[0.9998301,0.00002140695,0.00002717976,0.00003487099,0.000069447,0.00001684482],"domain_scores_gemma":[0.9996678,0.0001609597,0.00005548817,0.00000889157,0.00008466432,0.00002229071],"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":[0.0001268443,0.0000896373,0.0006154971,0.05208572,0.0002107077,0.0004504637,0.0001669772,0.0005027047,0.009813359,0.002982847,0.02143577,0.9115195],"study_design_scores_gemma":[0.0000099946,0.000123778,0.001536424,0.003924183,0.0003244196,0.001033732,0.0001002382,0.00008729871,0.002694605,0.00107803,0.98906,0.0000272842],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005163577,0.9966754,0.000161714,0.0001494742,0.0001537051,0.000005754738,0.00007029882,0.000009883395,0.002257482],"genre_scores_gemma":[0.001728605,0.9971977,0.0001832613,0.00010657,0.0001030303,0.000004721588,0.00007321442,0.000002246094,0.0006005657],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006436517,"threshold_uncertainty_score":0.02153236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08581806380290737,"score_gpt":0.3599387343233704,"score_spread":0.2741206705204631,"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."}}