{"id":"W4407277923","doi":"10.62787/mhm.v1i1.7","title":"性相近、习相远","year":2023,"lang":"en","type":"article","venue":"The Journal of Medicine Humanity and Media","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007086942,0.0002079097,0.0001978862,0.0008394551,0.001730443,0.003061559,0.0003291511,0.0004407808,0.01386224],"category_scores_gemma":[0.0010828,0.000107469,0.0002413554,0.001022766,0.001418359,0.001317153,0.0007583173,0.0006308598,0.002082515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001764084,"about_ca_system_score_gemma":0.004033219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02116083,"about_ca_topic_score_gemma":0.03923648,"domain_scores_codex":[0.9996118,0.00007748733,0.00001159502,0.00003945316,0.0001834423,0.00007638551],"domain_scores_gemma":[0.999546,0.0001495454,0.00006845233,0.00002756006,0.000148388,0.00006016933],"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":[0.0001048656,0.0003257277,0.05231532,0.001205695,0.00006053517,0.0002920435,0.02847434,0.0003985283,0.004977298,0.1346086,0.05457423,0.7226627],"study_design_scores_gemma":[0.00001837089,0.0002760921,0.1360545,0.001233727,0.00008475347,0.0006170172,0.03889925,0.0005265196,0.003726701,0.02183692,0.7966722,0.00005405543],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1418359,0.0180505,0.004562183,0.0315284,0.001087212,0.0002351489,0.0005192606,0.0001703547,0.802011],"genre_scores_gemma":[0.7745094,0.04497757,0.007102635,0.00304089,0.0004992548,0.0001590154,0.0003974371,0.0000338267,0.16928],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02116083,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07606089328459618,"score_gpt":0.348705229950917,"score_spread":0.2726443366663208,"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."}}