{"id":"W3119212006","doi":"","title":"Supporting Canadian Seniors Through Improved Care Systems","year":2020,"lang":"en","type":"article","venue":"Insights (Essays)","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Business","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001483039,0.0002741351,0.0005016167,0.00006971212,0.001667248,0.00005190636,0.0003142506,0.0004250429,0.0002306148],"category_scores_gemma":[0.0002121525,0.0002393648,0.0001159464,0.0003086047,0.00006902818,0.0002775621,0.00009104141,0.0008165213,0.0004873188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004066515,"about_ca_system_score_gemma":0.001221181,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3131478,"about_ca_topic_score_gemma":0.2725056,"domain_scores_codex":[0.9972159,0.0003811482,0.0006696759,0.0004714054,0.0002816487,0.0009801865],"domain_scores_gemma":[0.9981818,0.0001637462,0.0003054333,0.0003201636,0.0003721558,0.0006567441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001758907,0.00001132202,0.01931244,0.000950182,0.00008412696,0.0002055065,0.9447984,0.00001106265,0.0005195805,0.01522088,0.01842126,0.0004477264],"study_design_scores_gemma":[0.0006429487,0.00006701487,0.0003522428,0.000230021,0.0000593539,0.000001247554,0.5218579,0.000375996,0.0001249472,0.000858665,0.4749544,0.0004752165],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5444273,0.006024638,0.001024112,0.005882746,0.00583327,0.002921404,0.0001868931,0.0009638373,0.4327358],"genre_scores_gemma":[0.986586,0.00003954883,0.0000904984,0.009241976,0.002011176,0.00009835511,0.00009924055,0.00006990179,0.001763313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4565332,"threshold_uncertainty_score":0.9996324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04537248909019914,"score_gpt":0.3645027725828126,"score_spread":0.3191302834926135,"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."}}