{"id":"W3194221895","doi":"","title":"The joy of family practice : \"No Mud, No Lotus\"","year":2021,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Lotus; Computer science; World Wide Web; Data science; Biology; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003706899,0.0004146697,0.0006662459,0.0007850399,0.0388541,0.008017832,0.001276022,0.00477709,0.009880849],"category_scores_gemma":[0.01303995,0.0003788141,0.0003573481,0.0008109717,0.03364443,0.005390948,0.006636305,0.01442776,0.0009044359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02745895,"about_ca_system_score_gemma":0.06295609,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5308865,"about_ca_topic_score_gemma":0.7667058,"domain_scores_codex":[0.9943523,0.002711554,0.00007356785,0.0002525412,0.001437142,0.001172852],"domain_scores_gemma":[0.992297,0.001088068,0.0003498657,0.0001596407,0.001269263,0.004836165],"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":[0.0001215557,0.0001269198,0.005481811,0.0002213487,0.00004150891,0.001239284,0.1173304,0.00009994375,0.0005567943,0.1226298,0.6885563,0.06359433],"study_design_scores_gemma":[0.00004162272,0.00005277475,0.008221729,0.0009751173,0.00003087806,0.001128578,0.2069113,0.00008515102,0.0001300174,0.01905101,0.7632803,0.00009155746],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01838578,0.01910902,0.0007741466,0.8525972,0.01117948,0.00002716457,0.0000612382,0.00008064377,0.09778542],"genre_scores_gemma":[0.6276978,0.01702846,0.001719989,0.2743085,0.004026593,0.00007301349,0.00004454083,0.0002012408,0.0748999],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5308865,"threshold_uncertainty_score":0.9437523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01864942939901834,"score_gpt":0.2783820769719189,"score_spread":0.2597326475729005,"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."}}