{"id":"W4285499265","doi":"10.46747/cfp.6807483","title":"Children are our best teachers","year":2022,"lang":"en","type":"letter","venue":"Canadian Family Physician","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Favourite; Line (geometry); Data science; Computer science; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003334071,0.0006095687,0.0009308702,0.0007497325,0.01452522,0.005289507,0.001562743,0.007653367,0.0738572],"category_scores_gemma":[0.01473081,0.0005284098,0.0004484126,0.0005996393,0.004689777,0.006438529,0.0050714,0.01907917,0.0270655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007514765,"about_ca_system_score_gemma":0.02331387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09520137,"about_ca_topic_score_gemma":0.266409,"domain_scores_codex":[0.9956429,0.0009565957,0.0001149701,0.0005014947,0.001472411,0.001311556],"domain_scores_gemma":[0.987267,0.000965322,0.0004115442,0.0003554737,0.003028767,0.007971889],"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":[0.00000599749,0.00001700467,0.0003988427,0.00003327375,0.000002340682,0.0001800092,0.001060783,0.00000495822,0.00005123514,0.003893943,0.9826304,0.01172107],"study_design_scores_gemma":[0.000002872304,0.000005582756,0.0002407045,0.0001347096,0.000001695861,0.0002156585,0.002177534,0.000003683475,0.00001462284,0.001066347,0.9961309,0.000005642598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008958742,0.009787927,0.0003290533,0.9132202,0.01822252,0.00002561945,0.00008802383,0.000142181,0.05728858],"genre_scores_gemma":[0.02024651,0.01055834,0.001323679,0.7101709,0.005457764,0.00006490334,0.0001048458,0.0002091722,0.2518638],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09520137,"threshold_uncertainty_score":0.247077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0463295279400652,"score_gpt":0.3268889158813834,"score_spread":0.2805593879413182,"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."}}