{"id":"W4224009906","doi":"10.46747/cfp.6804288","title":"Light as a feather","year":2022,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Fell; Pandemic; Cohort; Coronavirus disease 2019 (COVID-19); Optometry; Medicine; Geography; Cartography; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0001582703,0.00006411306,0.00007193199,0.0001240475,0.001574626,0.00008397581,0.0002752429,0.00001581166,0.0004051739],"category_scores_gemma":[0.000003826226,0.00007756411,0.00005605259,0.0004056979,0.00003869177,0.00007259951,0.00004286817,0.00009829721,0.0004135922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004889861,"about_ca_system_score_gemma":0.0007942441,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.352685,"about_ca_topic_score_gemma":0.3220744,"domain_scores_codex":[0.9990867,0.00008293562,0.00006553583,0.0001637051,0.0002399911,0.0003610968],"domain_scores_gemma":[0.9995273,0.000009248655,0.00002400761,0.0001574753,0.00002641007,0.0002555498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002249274,0.00003514824,0.00004684623,0.00000190388,0.00002296702,0.00004405617,0.005164575,0.00003260637,0.00009993426,0.610041,0.3009023,0.08360645],"study_design_scores_gemma":[0.00005414067,0.00002317591,0.0003502782,0.000002372304,0.000006461778,4.003015e-8,0.02951886,0.00001001418,0.000002383263,0.006912571,0.9630136,0.0001060448],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02049345,0.0001248619,0.000003272713,0.01106856,0.000367061,0.0001711208,0.00001947897,0.00003882584,0.9677134],"genre_scores_gemma":[0.9027137,0.00001032856,0.00001002998,0.08169877,0.0002400764,0.0000730906,0.000009585947,0.000009827219,0.01523466],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9524787,"threshold_uncertainty_score":0.9997252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02159325939085054,"score_gpt":0.2515436777722445,"score_spread":0.2299504183813939,"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."}}