{"id":"W3003583417","doi":"10.1016/j.jogc.2019.11.063","title":"2. To medicalize or not to medicalize, is that the question?","year":2020,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004329676,0.000154495,0.0004206015,0.0001127119,0.0001991826,0.00002968851,0.0003903269,0.0001185555,0.004043347],"category_scores_gemma":[0.008994044,0.00008928291,0.00005733414,0.0005930412,0.0001075333,0.00003967659,0.0001428294,0.0004264588,0.00002231421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001872142,"about_ca_system_score_gemma":0.0007737943,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009709083,"about_ca_topic_score_gemma":0.01752385,"domain_scores_codex":[0.9982862,0.0001439451,0.0004748974,0.0002097811,0.0005453521,0.0003397609],"domain_scores_gemma":[0.9954309,0.003233777,0.0002183615,0.0001648192,0.0002407763,0.0007114061],"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":[0.00005498351,0.0000388455,0.01544796,0.000012002,0.0002561602,0.003640271,0.002900357,0.000002756353,0.000004234395,0.0006862857,0.9226407,0.05431543],"study_design_scores_gemma":[0.001142456,0.0007146924,0.1938033,0.000005106743,0.00009738853,0.00008599045,0.00210066,0.000008269209,0.00002170323,0.00009061508,0.8017858,0.000144078],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2628445,0.00822858,0.001888935,0.680699,0.03808796,0.0005949884,0.0001185098,0.00002369575,0.00751387],"genre_scores_gemma":[0.8480399,0.0001271524,0.0004145999,0.1501268,0.0001930065,0.000007634782,6.241535e-7,0.00001415009,0.001076164],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5851954,"threshold_uncertainty_score":0.9993536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.038900323846273,"score_gpt":0.319265710792671,"score_spread":0.280365386946398,"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."}}