{"id":"W1971625639","doi":"10.1503/cmaj.120251","title":"The formerly fat physician","year":2012,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University; University of British Columbia","funders":"","keywords":"Clothing; Advice (programming); Medicine; Computer science; Law; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006276395,0.0004057437,0.0003393922,0.0005632854,0.004262299,0.001724602,0.0005676675,0.003020177,0.1148341],"category_scores_gemma":[0.008890989,0.0002954674,0.0003099887,0.0003277643,0.001712683,0.002279897,0.001536394,0.00725822,0.02659971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001957997,"about_ca_system_score_gemma":0.003718158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009432952,"about_ca_topic_score_gemma":0.02466622,"domain_scores_codex":[0.9992036,0.0001052528,0.00003945548,0.0001585521,0.0002484219,0.0002446829],"domain_scores_gemma":[0.9955563,0.0003087174,0.0001617248,0.0001366503,0.0009000956,0.002936569],"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":[0.00003502701,0.00008266289,0.002323247,0.00008218567,0.000009572246,0.003573965,0.0006059787,0.00002819674,0.0003525815,0.00303847,0.9531525,0.03671547],"study_design_scores_gemma":[0.00002175035,0.00008227737,0.003471477,0.000583689,0.00001453533,0.01650635,0.002497878,0.00006500066,0.0001497856,0.002335606,0.9742441,0.0000274698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01429954,0.02176221,0.001873614,0.6174927,0.06600054,0.00007731779,0.0002806885,0.0004227996,0.2777905],"genre_scores_gemma":[0.08843789,0.02064983,0.00180557,0.363952,0.01784888,0.00005742038,0.0002036683,0.0002545055,0.5067902],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1148341,"threshold_uncertainty_score":0.3841584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03432805076829062,"score_gpt":0.403480369906303,"score_spread":0.3691523191380124,"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."}}