{"id":"W4409703357","doi":"10.63485/2g7sd-ztx96","title":"Looking forward to PLoS Medicine","year":2004,"lang":"en","type":"preprint","venue":"","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Medicine; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.01496638,0.001570046,0.002676201,0.002893798,0.002653428,0.01228918,0.002549913,0.01418857,0.1378673],"category_scores_gemma":[0.05214338,0.0009543865,0.0014927,0.002337152,0.005252464,0.0177867,0.005329341,0.02031632,0.07395493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001868136,"about_ca_system_score_gemma":0.004965974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001753973,"about_ca_topic_score_gemma":0.002941021,"domain_scores_codex":[0.995162,0.001638697,0.0003955138,0.0005470943,0.001794892,0.0004618481],"domain_scores_gemma":[0.9538795,0.02073937,0.003001897,0.00304503,0.00786473,0.01146952],"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":[0.00001156913,0.000007668953,0.00003981893,0.00009003578,0.000008098346,0.00002485585,0.00004024035,0.0000162645,0.00002014303,0.005610104,0.9875672,0.00656405],"study_design_scores_gemma":[0.00001412301,0.00001088177,0.0001869514,0.0002154194,0.000005785217,0.00006332443,0.0001465959,0.00002908559,0.00002511965,0.00715946,0.9921241,0.00001914675],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00007941794,0.04358591,0.0009685424,0.6919087,0.2494662,0.00002039357,0.0006347984,0.0004683087,0.01286777],"genre_scores_gemma":[0.005959247,0.06304929,0.002374653,0.5704637,0.2279657,0.0001628497,0.001160906,0.001012716,0.1278509],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1378673,"threshold_uncertainty_score":0.461212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0235660286733514,"score_gpt":0.2839014252815854,"score_spread":0.260335396608234,"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."}}