{"id":"W4230396710","doi":"10.7748/paed.16.7.11.s17","title":"Network","year":2004,"lang":"en","type":"article","venue":"Paediatric Care","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dissemination; Variety (cybernetics); Medical education; Health professionals; Health care; Continuing education; Psychology; Medicine; Computer science; Political science; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000449112,0.00005421724,0.00008091594,0.00006474683,0.0008046197,0.00000638346,0.0001375358,0.00008188088,0.0004180233],"category_scores_gemma":[0.0002852462,0.00004486589,0.00002659174,0.0006971308,0.00002260693,0.00007202325,0.0000510307,0.000336515,0.002322658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003495164,"about_ca_system_score_gemma":0.002157728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006034815,"about_ca_topic_score_gemma":0.0003163239,"domain_scores_codex":[0.9985866,0.0001164531,0.0001987726,0.0001546124,0.000255474,0.0006880639],"domain_scores_gemma":[0.9991212,0.0002035403,0.00005118935,0.000163643,0.0001723305,0.000288127],"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":[0.00002724717,0.00003504336,0.4586709,0.000586833,0.000003644594,0.00000755713,0.02945303,0.001066382,0.000007054721,0.004651171,0.4803973,0.02509386],"study_design_scores_gemma":[0.001399842,0.0001829903,0.2567776,0.00008988627,0.00001126333,0.000001389287,0.04362596,0.00001984174,0.000004292355,0.01020941,0.687411,0.0002666445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8505732,0.00899397,0.001014536,0.01329459,0.009856611,0.001643627,0.00002169437,0.0002745212,0.1143272],"genre_scores_gemma":[0.9903975,0.0001921135,0.001358954,0.001775186,0.005545022,0.000124841,0.00002382784,0.000008124337,0.0005744279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2070136,"threshold_uncertainty_score":0.9984542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08142727326020319,"score_gpt":0.4535033264142357,"score_spread":0.3720760531540325,"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."}}