{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003677979,0.0001430253,0.000279437,0.0002506633,0.00009339539,0.00008768326,0.0002539428,0.0001270298,0.0003531998],"category_scores_gemma":[0.00001918625,0.0001226486,0.0001712562,0.0002070985,0.00008847693,0.0002500698,0.000006330158,0.000379775,0.0001841037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001005609,"about_ca_system_score_gemma":0.00005469666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004831921,"about_ca_topic_score_gemma":0.000001178348,"domain_scores_codex":[0.9986867,0.00007702072,0.0005125005,0.0001293323,0.000272705,0.0003217872],"domain_scores_gemma":[0.9988947,0.00009215617,0.0003574086,0.0002232902,0.0002866553,0.0001457811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004065998,0.0009673211,0.01159106,0.00001738607,0.0003513966,0.0001114139,0.07186869,0.0001822359,0.02485763,0.002373144,0.3995824,0.4876907],"study_design_scores_gemma":[0.01164824,0.003626659,0.7326998,0.001530781,0.0003426823,0.001531565,0.1362819,0.001764174,0.0000625426,0.04598049,0.06324107,0.001290104],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9681559,0.002830931,0.006213968,0.0004411474,0.003349858,0.00009345124,9.188897e-7,0.00002282147,0.01889106],"genre_scores_gemma":[0.9944734,0.0002661607,0.001972623,0.001173976,0.0007482324,0.000002071605,8.893186e-7,0.00003077597,0.001331895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7211087,"threshold_uncertainty_score":0.5001467,"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."}}