{"id":"W1488752462","doi":"10.1002/jhbs.21590","title":"A Tricky Object to Classify: Evidence, Postpartum Depression and the <i>DSM</i>‐IV","year":2013,"lang":"en","type":"article","venue":"Journal of the History of the Behavioral Sciences","topic":"Historical Psychiatry and Medical Practices","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Psychodynamics; Evidence-based practice; Object (grammar); Psychology; Empirical evidence; Psychotherapist; Postpartum depression; Depression (economics); Evidence-based medicine; Epistemology; Psychiatry; Medicine; Alternative medicine; Philosophy; Computer science; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002615192,0.0001310594,0.0002964299,0.00008668114,0.0004309389,0.00003082903,0.001622396,0.0000848018,0.0004370259],"category_scores_gemma":[0.0007473613,0.00004940918,0.0002793324,0.0004058909,0.001926599,0.0004470872,0.0001882324,0.0005497022,0.00002859326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002349393,"about_ca_system_score_gemma":0.0003063414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007036714,"about_ca_topic_score_gemma":0.00003992129,"domain_scores_codex":[0.9972581,0.0008976187,0.0005405193,0.000196335,0.0008623334,0.000245101],"domain_scores_gemma":[0.9977079,0.0005994075,0.0009899528,0.0003913,0.0001238601,0.0001875923],"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":[0.001120396,0.0006696491,0.0400555,0.00002330387,0.00004189357,0.000006416163,0.01314262,0.00001418806,0.005793761,0.0009816942,0.9157574,0.02239318],"study_design_scores_gemma":[0.002314688,0.001585502,0.2475771,0.0007337377,0.0007014878,0.0004487306,0.00326861,0.00003253095,0.0001453709,0.00287228,0.7399558,0.0003640813],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9092649,0.01590334,0.00002190087,0.04095587,0.02315294,0.0005303318,0.000001257329,0.000009035735,0.0101604],"genre_scores_gemma":[0.9834705,0.00006140831,0.0001879898,0.001578618,0.0002438185,0.00001210945,1.365903e-8,0.000006244174,0.01443928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2075216,"threshold_uncertainty_score":0.7098635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08820779348628445,"score_gpt":0.3608110943503676,"score_spread":0.2726033008640831,"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."}}