{"id":"W2073933606","doi":"10.12968/eyed.2014.15.11.35","title":"Working with parents","year":2014,"lang":"en","type":"article","venue":"Early Years Educator","topic":"Family Support in Illness","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Olds College","funders":"","keywords":"Nursing; Psychology; Medicine; Medical education; Public relations; Political science","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":[0.0003802013,0.00007352223,0.00009899388,0.00005108328,0.0002070019,0.0001132753,0.0002645929,0.0000586917,0.0002929816],"category_scores_gemma":[0.0001066991,0.00007001874,0.00002741756,0.0002523233,0.0001733778,0.0001171774,0.00002283912,0.0001089784,0.0005112437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005666921,"about_ca_system_score_gemma":0.0002595551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002304731,"about_ca_topic_score_gemma":0.0006655344,"domain_scores_codex":[0.9989299,0.0001012372,0.00008986745,0.0001876632,0.0003576418,0.000333748],"domain_scores_gemma":[0.9994596,0.00008306148,0.00005028023,0.0002044558,0.00003128784,0.0001712628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007388118,0.00004596154,0.9433093,0.000001909006,0.00001092901,0.000003262138,0.02406887,8.293565e-7,0.000007922614,0.007578066,0.007379964,0.0175856],"study_design_scores_gemma":[0.0001521936,0.00003528381,0.4608958,0.00003571251,0.000008250493,5.797008e-7,0.006083183,7.599755e-7,0.0000179244,0.0005823788,0.5320085,0.000179393],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9402506,0.00002370898,0.00003021923,0.0003494086,0.001806695,0.0001006085,5.272005e-7,0.00008010054,0.05735815],"genre_scores_gemma":[0.9935687,0.000003092894,0.0006292778,0.000281807,0.0006883615,0.00001650111,0.000001435431,0.00001818407,0.004792598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5246286,"threshold_uncertainty_score":0.6571174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02554867777957605,"score_gpt":0.2778057694658106,"score_spread":0.2522570916862346,"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."}}