{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001390235,0.0006701202,0.0005511619,0.002420735,0.001095894,0.003211779,0.001730014,0.001872016,0.7730955],"category_scores_gemma":[0.006801576,0.0003758968,0.0003131396,0.00228707,0.0002980906,0.002518395,0.002625236,0.001188717,0.5371093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00140521,"about_ca_system_score_gemma":0.002813543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01215068,"about_ca_topic_score_gemma":0.01937796,"domain_scores_codex":[0.9991109,0.0002184259,0.0000526541,0.0001955004,0.0002817797,0.0001407081],"domain_scores_gemma":[0.9961311,0.0006461984,0.0002245612,0.0004951339,0.000986543,0.001516487],"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":[0.00007373168,0.0000299755,0.0003071896,0.0001002804,0.000003901075,0.00002053438,0.00002710601,0.00003010023,0.00008350123,0.001852583,0.9345802,0.062891],"study_design_scores_gemma":[0.00001933259,0.000004992388,0.000348399,0.00006061233,0.000002394566,0.0000288029,0.00002371559,0.00008780514,0.00004442248,0.0005478762,0.9988275,0.000004090312],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00115235,0.001449423,0.002514626,0.007480728,0.0009467624,0.0004150492,0.06821714,0.006225026,0.9115988],"genre_scores_gemma":[0.009924833,0.001998052,0.003535715,0.004486457,0.0005153266,0.0005325229,0.07716579,0.002881045,0.8989604],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2269045,"threshold_uncertainty_score":0,"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."}}