{"id":"W3092254727","doi":"10.4103/aian.aian_639_19","title":"Systematic development of structured semi-interactive stroke prevention package for secondary stroke prevention","year":2020,"lang":"en","type":"article","venue":"Annals of Indian Academy of Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Workbook; Medicine; Stroke (engine); Formative assessment; Patient education; Randomized controlled trial; Physical therapy; Family medicine; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.000390359,0.0002351146,0.001005949,0.0002741145,0.00003078009,0.00000341244,0.000269815,0.0002782661,0.00009750743],"category_scores_gemma":[0.0003842741,0.0002248614,0.0003204272,0.0001437793,0.0001063452,0.000127973,0.0001111645,0.0004159111,0.000004531338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000144928,"about_ca_system_score_gemma":0.0001335586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001291503,"about_ca_topic_score_gemma":0.000001113123,"domain_scores_codex":[0.9974703,0.0001626826,0.001322829,0.0003901071,0.0003494176,0.0003046514],"domain_scores_gemma":[0.9979089,0.0002179987,0.001420658,0.0001750583,0.0001369693,0.0001404093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.008573623,0.0008868231,0.004597478,0.120783,0.007275408,0.00004147053,0.0113433,0.00007433396,0.8027653,0.0004125299,0.02629719,0.01694964],"study_design_scores_gemma":[0.002881011,0.003005446,0.01916927,0.001574489,0.0004078459,0.00003546872,0.0005690494,0.000145261,0.9701432,0.0001878926,0.001680935,0.0002001469],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878062,0.0003044686,0.002422781,0.006059232,0.00008765417,0.002458777,0.0001688942,0.00002764237,0.0006643387],"genre_scores_gemma":[0.9951341,0.00004522728,0.001991574,0.002210551,0.00007801443,0.0000853379,0.00006390065,0.00003209305,0.0003592288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1673779,"threshold_uncertainty_score":0.9169583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05073776871972093,"score_gpt":0.3358772992067352,"score_spread":0.2851395304870143,"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."}}