{"id":"W1539152405","doi":"10.1186/1472-6874-6-2","title":"Preliminary report of a gas conditioner to improve operational reliability of cryotherapy in developing countries","year":2006,"lang":"en","type":"article","venue":"BMC Women s Health","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Bill and Melinda Gates Foundation","keywords":"Cryotherapy; Reliability (semiconductor); Air conditioning; Reliability engineering; Computer science; Environmental science; Engineering; Medicine; Mechanical engineering; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003904412,0.0007356149,0.0003168895,0.0003966981,0.001054347,0.0006185769,0.001297439,0.0009069312,0.004650135],"category_scores_gemma":[0.005697665,0.000249992,0.0004665075,0.0002536103,0.0005706011,0.000657278,0.0004774864,0.0005843719,0.0006332159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00108463,"about_ca_system_score_gemma":0.001806777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004198716,"about_ca_topic_score_gemma":0.005022582,"domain_scores_codex":[0.998166,0.0008376276,0.000222878,0.0001991335,0.0003491535,0.0002252606],"domain_scores_gemma":[0.9964108,0.001101906,0.0004764711,0.0004619292,0.001286274,0.0002626855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.005638162,0.006872888,0.1859961,0.004896828,0.0002094822,0.01176511,0.01179797,0.002835494,0.2473532,0.001641604,0.012451,0.5085422],"study_design_scores_gemma":[0.001306354,0.09003725,0.3616263,0.0008270585,0.0006300708,0.02311659,0.0115145,0.00520502,0.3591539,0.0005679576,0.1458242,0.0001908034],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675018,0.001485541,0.01789501,0.001306054,0.0002041738,0.003417314,0.0005198002,0.0004023579,0.007268046],"genre_scores_gemma":[0.9578735,0.0009830428,0.03446174,0.0004102265,0.0000819808,0.0007985815,0.0005624105,0.00008351748,0.004745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004650135,"threshold_uncertainty_score":0.02064878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02603296243319125,"score_gpt":0.3657302731246958,"score_spread":0.3396973106915046,"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."}}