{"id":"W4406556886","doi":"10.1016/s1877-7848(23)00066-7","title":"10.1016/s1877-7848(23)00066-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001311005,0.003487871,0.002434409,0.003339204,0.003233512,0.004279976,0.003890413,0.007351096,0.991377],"category_scores_gemma":[0.002342439,0.001360189,0.001782784,0.002772844,0.002691594,0.006449031,0.004713031,0.003520835,0.9945451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001317694,"about_ca_system_score_gemma":0.001493333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005623256,"about_ca_topic_score_gemma":0.005241519,"domain_scores_codex":[0.9992124,0.00005678969,0.00006717382,0.0002473425,0.0002132344,0.0002030881],"domain_scores_gemma":[0.9971824,0.0006797725,0.0001547261,0.0002544476,0.0005305116,0.001198136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003256401,0.0002615707,0.0007276844,0.0006437475,0.00003070409,0.0002338219,0.0001193669,0.0003638585,0.001215076,0.004317854,0.5015364,0.4902242],"study_design_scores_gemma":[0.00006378598,0.0001182084,0.0007450886,0.0004047105,0.00001158961,0.000322037,0.0001430955,0.0001543253,0.0001884891,0.0005965007,0.9972257,0.00002635009],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002830408,0.0003729313,0.0004034878,0.0003897502,0.0003200276,0.000105969,0.0004747558,0.0007192944,0.9969307],"genre_scores_gemma":[0.0003679936,0.0001927982,0.0002547938,0.0002275226,0.00009164506,0.00007093624,0.0002533415,0.0001428566,0.9983981],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008623004,"threshold_uncertainty_score":0.0122996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02456254010805889,"score_gpt":0.3241599736977147,"score_spread":0.2995974335896557,"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."}}