{"id":"W2328159731","doi":"10.1111/cob.12133","title":"Challenges in interdisciplinary weight management in primary care: lessons learned from the 5<scp>A</scp>s <scp>T</scp>eam study","year":2016,"lang":"en","type":"article","venue":"Clinical Obesity","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Obesity Network; University of Alberta Hospital; University of Alberta; University of Lethbridge","funders":"Alberta Innovates - Health Solutions","keywords":"Medicine; Intervention (counseling); Nursing; Weight management; Health care; Qualitative research; Randomized controlled trial; Family medicine; Collaborative Care; Primary care; Weight loss; Obesity","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008764986,0.0004644,0.0012176,0.000203203,0.001156124,0.00003145846,0.001316477,0.000813778,0.00011209],"category_scores_gemma":[0.004025798,0.0002980475,0.0002483711,0.0004063053,0.0003044367,0.0005356613,0.004200836,0.003307718,0.002898789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006256264,"about_ca_system_score_gemma":0.0004515062,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004481928,"about_ca_topic_score_gemma":0.02295863,"domain_scores_codex":[0.9867911,0.007488708,0.002291897,0.001449067,0.000658408,0.00132082],"domain_scores_gemma":[0.9489569,0.04802603,0.000878143,0.001581147,0.0001502814,0.0004074676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001017456,0.004830275,0.8695148,0.0006898887,0.0001515244,0.0002566692,0.03455766,0.000001235628,0.000002636606,0.001020617,0.01960136,0.06927162],"study_design_scores_gemma":[0.00402942,0.0004310954,0.8154632,0.001180625,0.00009805723,5.631869e-7,0.09172711,0.000006167147,0.000001375966,0.006177135,0.08080532,0.00007986022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.897954,0.004232157,0.00002608071,0.02492119,0.002032112,0.002979734,0.00005906672,0.0001575615,0.06763811],"genre_scores_gemma":[0.9622723,0.02744588,0.0002449189,0.002732258,0.001201506,0.0004407786,0.00003270185,0.00006675263,0.005562888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06919176,"threshold_uncertainty_score":0.9999472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2756329181526916,"score_gpt":0.5080529397174184,"score_spread":0.2324200215647268,"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."}}