{"id":"W7084087148","doi":"10.64628/aam.uwrnyp9t4","title":"This new year, consider resolutions focused on well-being instead of weight loss","year":2025,"lang":"en","type":"article","venue":"","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Weight loss; Noise (video); Data loss; Identification (biology); Set (abstract data type)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.004665665,0.0008332736,0.001210158,0.0005788609,0.005189447,0.008656899,0.001507642,0.02451135,0.03625716],"category_scores_gemma":[0.02593157,0.0004016952,0.001211365,0.0004947824,0.002381199,0.006085517,0.004199186,0.03569385,0.01015381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002883778,"about_ca_system_score_gemma":0.008622254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007045528,"about_ca_topic_score_gemma":0.03201025,"domain_scores_codex":[0.9962431,0.0007438136,0.0003131696,0.0003278949,0.001271993,0.001100075],"domain_scores_gemma":[0.9864141,0.003191767,0.0007944527,0.0004316985,0.002766254,0.006401705],"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":[0.00006044465,0.00007304345,0.0003692215,0.00006574478,0.00001252782,0.0002559731,0.0001950924,0.0000308346,0.0001512977,0.004824833,0.9732124,0.02074855],"study_design_scores_gemma":[0.00006901733,0.00008581992,0.0008503769,0.0003206142,0.0000192859,0.000276152,0.001440823,0.00005312174,0.00007090121,0.005358007,0.9914178,0.00003810786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003776359,0.004513675,0.0002221383,0.8846172,0.1041916,0.00001135398,0.00005105679,0.00004103194,0.005974318],"genre_scores_gemma":[0.005090113,0.004815659,0.0008452906,0.8989355,0.05810927,0.00004483954,0.0000929595,0.00007450808,0.0319919],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03625716,"threshold_uncertainty_score":0.1212922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01513843282153434,"score_gpt":0.2915033700108455,"score_spread":0.2763649371893112,"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."}}