{"id":"W2102679699","doi":"10.1111/j.1365-2516.2004.00981.x","title":"WFH: back to the future","year":2004,"lang":"en","type":"review","venue":"Haemophilia","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Hemophilia Society","funders":"","keywords":"Haemophilia; Medicine; Work (physics); Quality of life (healthcare); Quality (philosophy); Developing country; Economic growth; Family medicine; Pediatrics; Nursing","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002973941,0.0005652747,0.001698396,0.0002523792,0.0001721563,0.00005385764,0.0004916385,0.0005067645,0.001619257],"category_scores_gemma":[0.00006082795,0.0002692681,0.0008837,0.0008749015,0.00009429315,0.00003175591,0.0001955079,0.0009313629,0.02368922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000421871,"about_ca_system_score_gemma":0.001023652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001336122,"about_ca_topic_score_gemma":0.00001326752,"domain_scores_codex":[0.9974941,0.0001176283,0.0004842367,0.0006179768,0.0006515139,0.0006345288],"domain_scores_gemma":[0.9979522,0.00009160375,0.00009315766,0.001290907,0.0001019065,0.0004702381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001645939,0.0001056065,0.000004160621,0.01422595,0.0002747802,0.0003772867,0.00007600818,2.271983e-7,1.571282e-7,0.0001844459,0.04864372,0.9360912],"study_design_scores_gemma":[0.0003847968,0.0002108074,0.00001521146,0.01497686,0.0007950554,0.0004809696,0.0000196672,2.746104e-7,0.00000170832,0.00005930219,0.9827987,0.0002566682],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003964835,0.9773125,0.000002575581,0.009278438,0.000787191,0.003078432,0.00005997842,0.00006619087,0.009410734],"genre_scores_gemma":[0.000003052534,0.9516395,0.0002651513,0.0004131161,0.003952925,0.0001947067,0.0002451739,0.0001071335,0.04317923],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9358345,"threshold_uncertainty_score":0.999976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07569251440997671,"score_gpt":0.3860059965047012,"score_spread":0.3103134820947245,"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."}}