{"id":"W2756026753","doi":"10.1177/0020731417730011","title":"“It’s Totally Destroyed Our Life”","year":2017,"lang":"en","type":"article","venue":"International Journal of Health Services","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Business","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000948053,0.0002156284,0.0002521057,0.0004634327,0.007869313,0.002640097,0.0005325175,0.0006492946,0.003927423],"category_scores_gemma":[0.0022262,0.0001387532,0.000190709,0.0006864118,0.01377592,0.001730331,0.003443035,0.001659494,0.0003325688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005819303,"about_ca_system_score_gemma":0.007359548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1707693,"about_ca_topic_score_gemma":0.3065798,"domain_scores_codex":[0.999,0.0003454554,0.0000314989,0.00007837472,0.0002488891,0.0002958894],"domain_scores_gemma":[0.9987758,0.0002439515,0.0002497802,0.00009758008,0.0002245092,0.0004082879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004215804,0.0000191236,0.04368567,0.0003179646,0.00003230909,0.001564535,0.876485,0.00007983211,0.001090702,0.02140035,0.01717303,0.03810915],"study_design_scores_gemma":[0.000003653846,0.00005918949,0.0488012,0.0005385203,0.00001444803,0.0006419829,0.8389674,0.0000492104,0.0002478653,0.002266313,0.1083756,0.00003465691],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9112111,0.006013818,0.001053652,0.03177777,0.0005186275,0.00002814477,0.000195285,0.00003628316,0.04916529],"genre_scores_gemma":[0.9906406,0.001854349,0.0002291595,0.001868746,0.00004224242,0.000009569725,0.00004199639,0.000008292292,0.00530503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1707693,"threshold_uncertainty_score":0.3395506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08037161623999803,"score_gpt":0.4908389713972404,"score_spread":0.4104673551572424,"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."}}