{"id":"W6942208524","doi":"10.1371/journal.pone.0307617.g001","title":"PRISMA flow diagram.","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thyroid; Thyroid cancer; Grading (engineering); Observational study; Risk factor; Incidence (geometry); Statistic; Cancer; Epidemiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.03839233,0.002765327,0.00696191,0.01064833,0.002204164,0.007969181,0.004195154,0.004030221,0.6504677],"category_scores_gemma":[0.1373129,0.003131812,0.008609624,0.009523665,0.001777258,0.003607082,0.003713353,0.00525152,0.07851791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005573748,"about_ca_system_score_gemma":0.03987107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0100305,"about_ca_topic_score_gemma":0.01152612,"domain_scores_codex":[0.9801797,0.008485429,0.005334701,0.002929287,0.00234362,0.0007273118],"domain_scores_gemma":[0.9159208,0.05356413,0.00571385,0.007824436,0.01501704,0.001959731],"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":[0.003989882,0.0003075294,0.0009136321,0.2756796,0.0019146,0.0001548894,0.0007186526,0.001797506,0.0004188281,0.01273361,0.6360517,0.06531954],"study_design_scores_gemma":[0.01711568,0.0005507839,0.003092638,0.09560909,0.002189599,0.000252288,0.0009794297,0.002817277,0.0005100672,0.0341408,0.8423797,0.0003625869],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001346481,0.003808479,0.01794424,0.009670082,0.006838246,0.1498018,0.7849957,0.007617332,0.01797771],"genre_scores_gemma":[0.004696931,0.002934535,0.09176646,0.004971751,0.000468372,0.8280448,0.04794089,0.001765706,0.01741052],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3495323,"threshold_uncertainty_score":0.4985654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02078164693354596,"score_gpt":0.2163574576686572,"score_spread":0.1955758107351113,"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."}}