{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000586743,0.0007675198,0.0004811016,0.0007028854,0.009160304,0.003874235,0.0006741828,0.002016773,0.2711725],"category_scores_gemma":[0.00168675,0.0003032364,0.0004804398,0.0004362537,0.001566467,0.003578078,0.003767368,0.004156264,0.08079533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002181144,"about_ca_system_score_gemma":0.003819972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03108025,"about_ca_topic_score_gemma":0.09386462,"domain_scores_codex":[0.9995951,0.00006425644,0.00001713011,0.00008032614,0.0001065071,0.0001366323],"domain_scores_gemma":[0.9993076,0.00006259604,0.00002447465,0.00003462577,0.0002141641,0.000356473],"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":[0.00004129368,0.00001635788,0.0004077414,0.00009210356,0.000004340964,0.0003563744,0.003158432,0.00001253234,0.0003038553,0.01263613,0.9529071,0.03006378],"study_design_scores_gemma":[0.000003734512,0.000005227206,0.0003446997,0.00006213144,0.000002508036,0.0001759269,0.001692616,0.00001420781,0.00005481894,0.0009110426,0.9967257,0.000007380462],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004432285,0.009176789,0.001634969,0.0975492,0.03475231,0.0001081375,0.001101308,0.001045304,0.8501998],"genre_scores_gemma":[0.01335574,0.003016267,0.001197806,0.01677774,0.001558386,0.00006561651,0.0003862179,0.0004958412,0.9631464],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2711725,"threshold_uncertainty_score":0.9071622,"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."}}