{"id":"W2166134074","doi":"10.1177/1074840713507777","title":"Invisible Hands","year":2013,"lang":"en","type":"article","venue":"Journal of Family Nursing","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; Alzheimer Society","keywords":"Psychology; Medicine","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":[0.000840754,0.0006546298,0.0003250724,0.0007732781,0.008682944,0.006969608,0.001058307,0.00174114,0.07146338],"category_scores_gemma":[0.003784886,0.0002915932,0.0004410475,0.0003935784,0.008515529,0.003703134,0.008086219,0.00234045,0.01164304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003091117,"about_ca_system_score_gemma":0.00420131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02389179,"about_ca_topic_score_gemma":0.0352385,"domain_scores_codex":[0.998624,0.0003598714,0.0000383032,0.0001883876,0.0004033179,0.0003861137],"domain_scores_gemma":[0.9983984,0.0002975299,0.0001129447,0.0002566869,0.0003026511,0.0006317634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003171188,0.0001810918,0.007607221,0.0005531421,0.00004960143,0.006827238,0.1217313,0.0002554184,0.009791444,0.2259297,0.2178395,0.4089171],"study_design_scores_gemma":[0.00001088128,0.00005614953,0.002494751,0.0005008649,0.00001528614,0.002777025,0.03050951,0.00007372817,0.0008294735,0.01475056,0.9479479,0.00003380508],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05878384,0.007793944,0.01349759,0.02101742,0.004785417,0.00009298037,0.000191447,0.0006303267,0.893207],"genre_scores_gemma":[0.4575826,0.004738389,0.005564165,0.00990841,0.0006487728,0.00009002024,0.0001238404,0.0002997565,0.521044],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07146338,"threshold_uncertainty_score":0.2390688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03239499368011441,"score_gpt":0.3321833822449388,"score_spread":0.2997883885648244,"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."}}