{"id":"W4411658866","doi":"10.51847/dqzpk97","title":"10.51847/DQZPK97","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Primary care; Family medicine; Primary health care; Medicine; Family health; Nursing; Environmental health","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":[0.0009683472,0.0009448999,0.001033838,0.003123072,0.0008483155,0.002918135,0.001244556,0.002572868,0.9217947],"category_scores_gemma":[0.002655295,0.0003810999,0.0005690997,0.004089763,0.0005677723,0.002211068,0.001905218,0.0008466754,0.9145787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007554934,"about_ca_system_score_gemma":0.001038678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0019197,"about_ca_topic_score_gemma":0.001826786,"domain_scores_codex":[0.9993579,0.0000875738,0.0001338673,0.0001099411,0.0002290017,0.00008168414],"domain_scores_gemma":[0.9980743,0.0004667556,0.0001853758,0.0001986426,0.0005989615,0.0004759516],"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":[0.0003592185,0.0001559293,0.001302378,0.001603455,0.00003083776,0.0005667058,0.0001092604,0.00009662702,0.00160936,0.002252594,0.2950558,0.6968579],"study_design_scores_gemma":[0.0001208282,0.00007588838,0.002657032,0.0006729594,0.00001969742,0.0007455071,0.00009635956,0.0000717255,0.0003054053,0.001222071,0.9939978,0.00001481046],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003305115,0.006071443,0.001457576,0.004045819,0.002623667,0.0003278611,0.01328908,0.001256412,0.9676231],"genre_scores_gemma":[0.006385918,0.003492298,0.002038071,0.002292633,0.0008757272,0.0002072965,0.008160297,0.0003488901,0.9761989],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07820535,"threshold_uncertainty_score":0.1115503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.073328466074393,"score_gpt":0.4144088277230223,"score_spread":0.3410803616486293,"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."}}