{"id":"W4292858650","doi":"10.1016/j.xjon.2022.07.015","title":"Discussion","year":2022,"lang":"en","type":"article","venue":"JTCVS Open","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Timeline; Medicine; Library science; Family medicine; Geography; Computer science; Environmental health","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":[0.00597051,0.001094961,0.0007225203,0.00136939,0.003552312,0.006062152,0.002804745,0.006062755,0.2739247],"category_scores_gemma":[0.02547183,0.0003425009,0.001175986,0.00086199,0.001548109,0.0048992,0.005036073,0.005550662,0.09851492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004078157,"about_ca_system_score_gemma":0.005554588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002532619,"about_ca_topic_score_gemma":0.002412959,"domain_scores_codex":[0.9947404,0.001693445,0.0002710832,0.0009518442,0.001508987,0.000834265],"domain_scores_gemma":[0.9904357,0.002266951,0.0005532504,0.0007174934,0.003984659,0.002041863],"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":[0.00009645342,0.00006988244,0.001271651,0.0003596576,0.00001898909,0.0009266944,0.0009390811,0.00006993612,0.0001439623,0.01109399,0.8776584,0.1073514],"study_design_scores_gemma":[0.00002678488,0.00003177575,0.0006939334,0.0007030352,0.00001215447,0.001356592,0.001432938,0.00005990526,0.0001589651,0.004861863,0.990649,0.00001295959],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005982544,0.02161131,0.01023014,0.384605,0.09485957,0.0006923868,0.002834019,0.001443864,0.4777412],"genre_scores_gemma":[0.07736603,0.02118412,0.006407586,0.2534446,0.03657291,0.001140867,0.003255451,0.00134263,0.5992857],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7260753,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1096797800108903,"score_gpt":0.3173190851755377,"score_spread":0.2076393051646475,"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."}}