{"id":"W2937709193","doi":"10.5694/mja2.50139","title":"The power of networks","year":2019,"lang":"en","type":"letter","venue":"The Medical Journal of Australia","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Stroke Network","funders":"","keywords":"Power (physics); Stroke (engine); Psychology; Engineering; Physics; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00200213,0.0002566667,0.000760355,0.00008381187,0.00004876447,0.00002106131,0.001217967,0.0006696156,0.001409902],"category_scores_gemma":[0.0006579231,0.0001072024,0.0005105523,0.0001437256,0.0005663388,0.00002820493,0.0001888221,0.005271328,0.00006571787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008355514,"about_ca_system_score_gemma":0.0002343418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000125446,"about_ca_topic_score_gemma":4.317763e-7,"domain_scores_codex":[0.9957196,0.0001710455,0.001068581,0.0001374871,0.002467575,0.0004357026],"domain_scores_gemma":[0.9969121,0.0008682424,0.001132109,0.0006936477,0.0002590512,0.00013488],"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":[0.0001306498,0.00002204221,0.00015114,0.00007638999,0.0008776864,0.001357628,0.00004790401,0.000005309196,0.0000120649,0.00001841069,0.9964975,0.0008032391],"study_design_scores_gemma":[0.0008715087,0.0003779892,0.001027568,0.0008794646,0.0007660114,0.001545573,0.00007875873,0.00002562233,0.00004626677,0.00003774569,0.9942455,0.00009804004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004245958,0.0008726652,0.0005049732,0.9875879,0.003404954,0.0003232016,0.00000424111,0.00000663944,0.003049413],"genre_scores_gemma":[0.1321149,0.001514281,0.0002257951,0.7339671,0.02358365,0.000005616322,0.00002494029,0.0001120762,0.1084516],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2536209,"threshold_uncertainty_score":0.999503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02497081321783044,"score_gpt":0.3021751089038658,"score_spread":0.2772042956860353,"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."}}