{"id":"W3127860758","doi":"","title":"What is feasible when it comes to monitoring young people with cystic fibrosis at home? The results of the climb CF study","year":2020,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sputum; Cystic fibrosis; Pediatrics; Physical therapy; Internal medicine; Tuberculosis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02746776,0.0003535459,0.00109937,0.0007140314,0.001316865,0.003314123,0.0009620668,0.001673508,0.004015494],"category_scores_gemma":[0.07135509,0.0005221656,0.002604214,0.0009071036,0.0009628613,0.002722034,0.002818343,0.002085504,0.0006419573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001194653,"about_ca_system_score_gemma":0.004079856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02046072,"about_ca_topic_score_gemma":0.02900562,"domain_scores_codex":[0.9818643,0.01252748,0.001426655,0.0009249305,0.001932782,0.001323791],"domain_scores_gemma":[0.9480543,0.02711052,0.01012318,0.00200828,0.006460567,0.006243105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003924294,0.001349194,0.9203967,0.002362724,0.001074699,0.0003576397,0.01614729,0.00008642995,0.0002177641,0.0003633365,0.00825814,0.04546179],"study_design_scores_gemma":[0.0005069723,0.003193597,0.9620186,0.002097863,0.000706351,0.0002677403,0.02151687,0.0001124045,0.0001447869,0.0002207806,0.009141729,0.00007231812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758639,0.00323991,0.000247088,0.009148438,0.0002330388,0.001083169,0.003109901,0.00001489733,0.007059748],"genre_scores_gemma":[0.9912655,0.001131272,0.0009442988,0.003133168,0.0001215514,0.001317441,0.001147936,0.00002123503,0.0009174182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02746776,"threshold_uncertainty_score":0.1452651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02524593004694913,"score_gpt":0.2998540223791581,"score_spread":0.274608092332209,"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."}}