{"id":"W2974492922","doi":"","title":"Treatment of WHO 2: Lifestyle Modifications","year":2017,"lang":"en","type":"article","venue":"","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Health Services and Policy Research","funders":"","keywords":"Computer science","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":[0.000335205,0.0004663172,0.0006407187,0.0008952544,0.000841357,0.0003948365,0.0003431308,0.000799349,0.01218407],"category_scores_gemma":[0.0007576297,0.0001015965,0.0008128327,0.0004837794,0.0002016418,0.0003283544,0.0004308605,0.0009777369,0.001649452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005531977,"about_ca_system_score_gemma":0.001305321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00504519,"about_ca_topic_score_gemma":0.01281539,"domain_scores_codex":[0.9997482,0.0000390203,0.00002026301,0.00002930568,0.00005446318,0.0001087764],"domain_scores_gemma":[0.9997188,0.00002866988,0.00005877166,0.00002063829,0.00005014959,0.0001229019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00208812,0.008568389,0.08030108,0.001031431,0.0003099844,0.002258219,0.0004718654,0.0002373181,0.007239469,0.002330473,0.0341511,0.8610126],"study_design_scores_gemma":[0.003064274,0.01472544,0.7088784,0.004901793,0.001612556,0.01068304,0.002437715,0.002105589,0.008441967,0.006970142,0.2360429,0.0001361615],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7182757,0.03512885,0.008516899,0.02533203,0.003201247,0.001945914,0.002073105,0.0009598322,0.2045663],"genre_scores_gemma":[0.89902,0.0122601,0.008380434,0.01423754,0.001551875,0.0008546492,0.001749165,0.0001098189,0.06183649],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01218407,"threshold_uncertainty_score":0.0407598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2070962527173161,"score_gpt":0.532388839711172,"score_spread":0.3252925869938559,"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."}}