{"id":"W2939422990","doi":"10.18192/aporia.v11i2.4597","title":"The social reproduction of difference: Mental illness and the intensive care environment","year":2020,"lang":"en","type":"article","venue":"Aporia","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intensive care; Psychosocial; Reproduction; Nursing; Psychology; Power (physics); Sociology; Medicine; Psychiatry; Ecology; Intensive care 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005399853,0.0002964087,0.0002645651,0.001522746,0.008615646,0.007849406,0.0009789515,0.001682915,0.002153114],"category_scores_gemma":[0.005889902,0.0002044046,0.0002974938,0.0007781817,0.0733683,0.006160768,0.01135591,0.002661963,0.0001031945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004093165,"about_ca_system_score_gemma":0.003986081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004281,"about_ca_topic_score_gemma":0.005721944,"domain_scores_codex":[0.9905609,0.007764605,0.00008794507,0.000257392,0.0006366911,0.0006923685],"domain_scores_gemma":[0.9933951,0.004607796,0.0007859222,0.0003697657,0.0002478423,0.000593422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003174866,0.00004978952,0.005354326,0.00006008926,0.0000113998,0.0007321741,0.6136717,0.0001725591,0.000348942,0.3654556,0.0007630725,0.01334849],"study_design_scores_gemma":[0.00002903467,0.000124216,0.01042919,0.0002520411,0.00001852797,0.001332387,0.6733238,0.0006144042,0.0004012796,0.2369497,0.07646623,0.00005917844],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7201935,0.00416193,0.009341912,0.05384722,0.0004077622,0.00004152741,0.00001910748,0.00003343849,0.2119537],"genre_scores_gemma":[0.9981919,0.00027377,0.0002904168,0.0003532381,0.00005054495,0.000007172532,0.000002422643,0.000005208642,0.0008253126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008615646,"threshold_uncertainty_score":0.02969819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1303889800125216,"score_gpt":0.3870094668398456,"score_spread":0.256620486827324,"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."}}