{"id":"W4224140306","doi":"10.46747/cfp.6804252","title":"Kintsugi mind","year":2022,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"McGill University","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Computer science; Philosophy; Medicine; Virology; Pathology; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001789299,0.00006609106,0.00007097256,0.0001281303,0.001338519,0.00007345842,0.0004546555,0.00001602481,0.0001681663],"category_scores_gemma":[0.000004779407,0.00007918155,0.00004676959,0.0004639983,0.000149,0.0001199691,0.00005330344,0.0001022453,0.0003006948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003303819,"about_ca_system_score_gemma":0.0004665505,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06805757,"about_ca_topic_score_gemma":0.1115988,"domain_scores_codex":[0.9989101,0.000094798,0.00007251759,0.0001836354,0.0003051327,0.0004338409],"domain_scores_gemma":[0.9995079,0.00001349375,0.00002821937,0.0001567109,0.00001730513,0.0002763658],"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":[0.000005803953,0.00006937176,0.0005348413,0.00000544963,0.00003471893,0.0001020639,0.01225128,0.0001979354,0.0003168171,0.1329957,0.4916809,0.3618051],"study_design_scores_gemma":[0.00005643448,0.00001290753,0.002019463,0.000001874248,0.000005206465,1.936772e-8,0.03044428,0.00001556564,0.000002888336,0.001140299,0.96619,0.0001110814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07137453,0.00009589313,0.000003351761,0.001495538,0.0005957772,0.0001488311,0.00002248723,0.00001901036,0.9262446],"genre_scores_gemma":[0.9302397,0.000004755975,0.00002030775,0.04757918,0.0002523314,0.00002718754,0.00001040836,0.000009776702,0.0218563],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9043883,"threshold_uncertainty_score":0.9999616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02032605661042814,"score_gpt":0.2529727546444525,"score_spread":0.2326466980340244,"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."}}